-------------------------------------------------------------------------------
      name:  <unnamed>
       log:  /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urp
> elainen Zhang)/JOP/UZ_JOP2021_Replication/Analysis/logSTATA/005_analysis_elec
> tion.smcl
  log type:  smcl
 opened on:   6 Nov 2021, 19:50:20

. 
. 
. *****************************************************************************
> **
. /*                                        URPELAINEN & ZHANG 2021            
>                                     */
. *****************************************************************************
> **
. 
. /* 
> 
> File Name:      005_analysis_election.do
> 
> By:                             Alice Tianbo Zhang (alice.tianbo.zhang@gmail.
> com)
> 
> Last Edited:    11/3/2021
> 
> Purpose:                
> 
> Data Used:      election_district_panel.dta
>                                 ACS_panel_balanceTest_recodeVar.dta
> 
> Program Used:   - reghdfe -
>                                 - plausexog - 
> 
> */
. 
. 
. *****************************************************************************
> **
. /*                                              TABLE 3                      
>                                         */
. *****************************************************************************
> **
. 
. ** Load election district panel
. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. use election_district_panel.dta, clear

. 
. ** Create instrument and fixed effects
. gen t = year - 2004

. gen inter = t * mean_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. 
. gen cum_lncapacity_turbine = log(cum_capacity_turbine + 1)

. gen cum_lncount_turbine = log(cum_count_turbine +1 )

. 
. gen turnout = votes1 + votes2 + votes3 + votes4

. gen lnturnout = log(turnout)
(1 missing value generated)

. 
. reghdfe incumbvotes (cum_capacity_turbine=inter), absorb(stateyear_fixed dist
> rict_fixed) stages(first) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =      13.42
Statistics robust to heteroskedasticity           Prob > F        =     0.0003
                                                  R-squared       =     0.7838
                                                  Adj R-squared   =     0.6598
                                                  Within R-sq.    =     0.0991
Number of clusters (district_fixed) =        285  Root MSE        =    95.6516

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.39103   8.296887     3.66   0.000     14.05983    46.72222
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.42
                                                      Prob > F      =   0.5189
Total (centered) SS     =  53332.46938                Centered R2   =   0.7340
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53905.23774                Root MSE      =    9.044

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0077507   .0120011     0.65   0.519    -.0158717    .
> 0313731
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.765
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              103.887
                         (Kleibergen-Paap rk Wald F statistic):         13.417
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. 
. 
. *-------------- Create function iv_2sls to save REGHDFE outputs -------------
> *
. local outcome demvotesmajorpercent repvotesmajorpercent incumbvotesmajorperce
> nt turnout lnturnout // outcome variable 

. local endogenous cum_capacity_turbine cum_count_turbine cum_lncapacity_turbin
> e cum_lncount_turbine // endogenous variable

. local instrument inter // instrument

. local admin1_trend stateyear_fixed // geography * time trend

. local admin2 district_fixed // panel unit (cluster variable)

. 
. 
. foreach y in `outcome' {
  2.         // Create outcome variable label for storing estimates
.         local y_name = substr("`y'", 1, 3)
  3.         
.         foreach x in `endogenous' {
  4.                         // Create endogenous variable label for storing es
> timates
.                         tokenize "`x'", parse("_")
  5.                         local x_name "`3'"
  6.                         di "`x_name'"
  7.                         
.                         // Run IV regression
.                         reghdfe `y' (`x' = `instrument'), absorb(`admin1_tren
> d' `admin2') ffirst stages(first ols reduced) vce(cluster `admin2') old
  8.                         
.                         // Store IV, first stage, OLS, reduced form estimates
.                         estimates store `y_name'_`x_name'_iv
  9.                         estimates restore reghdfe_first1
 10.                         estimates store `y_name'_`x_name'_first
 11.                         estimates restore reghdfe_ols
 12.                         estimates store `y_name'_`x_name'_ols
 13.                         estimates restore reghdfe_reduced
 14.                         estimates store `y_name'_`x_name'_reduced
 15.                 }
 16. }
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.78
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.7788
                                                  Adj R-squared   =     0.6659
                                                  Within R-sq.    =     0.1069
Number of clusters (district_fixed) =        287  Root MSE        =    92.3979

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.68829   7.983272     3.84   0.000     14.97487    46.40171
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       4.58
Statistics robust to heteroskedasticity           Prob > F        =     0.0331
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8296
                                                  Within R-sq.    =     0.0045
Number of clusters (district_fixed) =        287  Root MSE        =     9.1403

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0063053   .0029448     2.14   0.033     .0005091    .
> 0121016
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .3077507     2.96   0.003     .3037603    1.515248
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_capacity |      14.78    0.0001 |       16.24   0.0001 |       14.78

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.17    P-val=0.0005

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     124.78
Kleibergen-Paap Wald rk F statistic                                14.78

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.82
                                                      Prob > F      =   0.0095
Total (centered) SS     =  63447.09059                Centered R2   =   0.8801
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67093.55543                Root MSE      =    9.421

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0296368   .0113497     2.61   0.009     .0072972    .
> 0519764
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.168
                                                   Chi-sq(1) P-val =    0.0005
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              124.781
                         (Kleibergen-Paap rk Wald F statistic):         14.777
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.07
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9816
                                                  Within R-sq.    =     0.1119
Number of clusters (district_fixed) =        287  Root MSE        =    53.8576

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.36091   4.895576     3.75   0.000     8.724978    27.99683
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       5.44
Statistics robust to heteroskedasticity           Prob > F        =     0.0204
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8297
                                                  Within R-sq.    =     0.0051
Number of clusters (district_fixed) =        287  Root MSE        =     9.1376

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0114508    .004909     2.33   0.020     .0017884    .021
> 1132
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .3077507     2.96   0.003     .3037603    1.515248
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_count_tu |      14.07    0.0002 |       15.46   0.0001 |       14.07

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.64    P-val=0.0006

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     131.47
Kleibergen-Paap Wald rk F statistic                                14.07

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.48
                                                      Prob > F      =   0.0114
Total (centered) SS     =  63447.09059                Centered R2   =   0.8808
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  66704.76467                Root MSE      =    9.393

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0495348   .0194627     2.55   0.011     .0112265    .087
> 8432
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.639
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              131.469
                         (Kleibergen-Paap rk Wald F statistic):         14.066
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      22.50
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8766
                                                  Adj R-squared   =     0.8135
                                                  Within R-sq.    =     0.0347
Number of clusters (district_fixed) =        287  Root MSE        =     0.7166

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1304823   .0275092     4.74   0.000     .0763362    .1846284
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.20
Statistics robust to heteroskedasticity           Prob > F        =     0.6536
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0003
Number of clusters (district_fixed) =        287  Root MSE        =     9.1596

                                 (Std. Err. adjusted for 287 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.2196498   .4888822    -0.45   0.654    -1.181913   
>  .7426137
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .3077507     2.96   0.003     .3037603    1.515248
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncapaci |      22.50    0.0000 |       24.72   0.0000 |       22.50

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.19    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      37.50
Kleibergen-Paap Wald rk F statistic                                22.50

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.98
                                                      Prob > F      =   0.0087
Total (centered) SS     =  63447.09059                Centered R2   =   0.8495
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  84220.83942                Root MSE      =    10.55

-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   6.970325   2.638123     2.64   0.009     1.777724   
>  12.16293
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.189
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               37.500
                         (Kleibergen-Paap rk Wald F statistic):         22.498
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      23.04
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.9146
                                                  Adj R-squared   =     0.8710
                                                  Within R-sq.    =     0.0380
Number of clusters (district_fixed) =        287  Root MSE        =     0.6226

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1188998   .0247711     4.80   0.000      .070143    .1676565
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.08
Statistics robust to heteroskedasticity           Prob > F        =     0.7781
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0001
Number of clusters (district_fixed) =        287  Root MSE        =     9.1605

                              (Std. Err. adjusted for 287 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.1520435   .5390821    -0.28   0.778    -1.213115    .9
> 090282
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .3077507     2.96   0.003     .3037603    1.515248
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncount_ |      23.04    0.0000 |       25.31   0.0000 |       23.04

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.84    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.25
Kleibergen-Paap Wald rk F statistic                                23.04

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.80
                                                      Prob > F      =   0.0096
Total (centered) SS     =  63447.09059                Centered R2   =   0.8535
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  81981.34746                Root MSE      =    10.41

-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   7.649333   2.933252     2.61   0.010     1.875832    13
> .42283
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.839
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.254
                         (Kleibergen-Paap rk Wald F statistic):         23.039
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.78
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.7788
                                                  Adj R-squared   =     0.6659
                                                  Within R-sq.    =     0.1069
Number of clusters (district_fixed) =        287  Root MSE        =    92.3979

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.68829   7.983272     3.84   0.000     14.97487    46.40171
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       4.58
Statistics robust to heteroskedasticity           Prob > F        =     0.0331
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8296
                                                  Within R-sq.    =     0.0045
Number of clusters (district_fixed) =        287  Root MSE        =     9.1403

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0063053   .0029448    -2.14   0.033    -.0121016   -.
> 0005091
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .3077507    -2.96   0.003    -1.515248   -.3037603
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_capacity |      14.78    0.0001 |       16.24   0.0001 |       14.78

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.17    P-val=0.0005

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     124.78
Kleibergen-Paap Wald rk F statistic                                14.78

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.82
                                                      Prob > F      =   0.0095
Total (centered) SS     =   63447.0914                Centered R2   =   0.8801
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67093.55595                Root MSE      =    9.421

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0296368   .0113497    -2.61   0.009    -.0519764   -.
> 0072972
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.168
                                                   Chi-sq(1) P-val =    0.0005
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              124.781
                         (Kleibergen-Paap rk Wald F statistic):         14.777
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.07
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9816
                                                  Within R-sq.    =     0.1119
Number of clusters (district_fixed) =        287  Root MSE        =    53.8576

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.36091   4.895576     3.75   0.000     8.724978    27.99683
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       5.44
Statistics robust to heteroskedasticity           Prob > F        =     0.0204
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8297
                                                  Within R-sq.    =     0.0051
Number of clusters (district_fixed) =        287  Root MSE        =     9.1376

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0114508    .004909    -2.33   0.020    -.0211132   -.001
> 7884
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .3077507    -2.96   0.003    -1.515248   -.3037603
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_count_tu |      14.07    0.0002 |       15.46   0.0001 |       14.07

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.64    P-val=0.0006

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     131.47
Kleibergen-Paap Wald rk F statistic                                14.07

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.48
                                                      Prob > F      =   0.0114
Total (centered) SS     =   63447.0914                Centered R2   =   0.8808
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  66704.76519                Root MSE      =    9.393

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0495348   .0194627    -2.55   0.011    -.0878432   -.011
> 2265
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.639
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              131.469
                         (Kleibergen-Paap rk Wald F statistic):         14.066
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      22.50
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8766
                                                  Adj R-squared   =     0.8135
                                                  Within R-sq.    =     0.0347
Number of clusters (district_fixed) =        287  Root MSE        =     0.7166

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1304823   .0275092     4.74   0.000     .0763362    .1846284
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.20
Statistics robust to heteroskedasticity           Prob > F        =     0.6536
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0003
Number of clusters (district_fixed) =        287  Root MSE        =     9.1596

                                 (Std. Err. adjusted for 287 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   .2196497   .4888822     0.45   0.654    -.7426138   
>  1.181913
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .3077507    -2.96   0.003    -1.515248   -.3037603
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncapaci |      22.50    0.0000 |       24.72   0.0000 |       22.50

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.19    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      37.50
Kleibergen-Paap Wald rk F statistic                                22.50

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.98
                                                      Prob > F      =   0.0087
Total (centered) SS     =   63447.0914                Centered R2   =   0.8495
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =   84220.8394                Root MSE      =    10.55

-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -6.970325   2.638123    -2.64   0.009    -12.16292   
> -1.777724
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.189
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               37.500
                         (Kleibergen-Paap rk Wald F statistic):         22.498
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      23.04
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.9146
                                                  Adj R-squared   =     0.8710
                                                  Within R-sq.    =     0.0380
Number of clusters (district_fixed) =        287  Root MSE        =     0.6226

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1188998   .0247711     4.80   0.000      .070143    .1676565
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.08
Statistics robust to heteroskedasticity           Prob > F        =     0.7781
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0001
Number of clusters (district_fixed) =        287  Root MSE        =     9.1605

                              (Std. Err. adjusted for 287 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   .1520435   .5390821     0.28   0.778    -.9090283    1.
> 213115
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       8.73
Statistics robust to heteroskedasticity           Prob > F        =     0.0034
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (district_fixed) =        287  Root MSE        =     9.1119

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .3077507    -2.96   0.003    -1.515248   -.3037603
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncount_ |      23.04    0.0000 |       25.31   0.0000 |       23.04

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.84    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.25
Kleibergen-Paap Wald rk F statistic                                23.04

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       8.73     P-val=0.0034
Anderson-Rubin Wald test           Chi-sq(1)=      9.60     P-val=0.0019
Stock-Wright LM S statistic        Chi-sq(1)=      8.03     P-val=0.0046

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.80
                                                      Prob > F      =   0.0096
Total (centered) SS     =   63447.0914                Centered R2   =   0.8535
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  81981.34747                Root MSE      =    10.41

-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -7.649333   2.933252    -2.61   0.010    -13.42283   -1.
> 875832
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.839
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.254
                         (Kleibergen-Paap rk Wald F statistic):         23.039
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =      13.42
Statistics robust to heteroskedasticity           Prob > F        =     0.0003
                                                  R-squared       =     0.7838
                                                  Adj R-squared   =     0.6598
                                                  Within R-sq.    =     0.0991
Number of clusters (district_fixed) =        285  Root MSE        =    95.6516

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.39103   8.296887     3.66   0.000     14.05983    46.72222
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.33
Statistics robust to heteroskedasticity           Prob > F        =     0.5633
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5860
                                                  Within R-sq.    =     0.0003
Number of clusters (district_fixed) =        285  Root MSE        =     8.9945

                               (Std. Err. adjusted for 285 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0016454   .0028439    -0.58   0.563    -.0072431    .
> 0039524
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.46
Statistics robust to heteroskedasticity           Prob > F        =     0.4972
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        285  Root MSE        =     8.9927

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .3465291     0.68   0.497    -.4465397    .9176431
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   284)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   284)
cum_capacity |      13.42    0.0003 |       14.79   0.0001 |       13.42

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.77    P-val=0.0006

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     103.89
Kleibergen-Paap Wald rk F statistic                                13.42

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,284)=       0.46     P-val=0.4972
Anderson-Rubin Wald test           Chi-sq(1)=      0.51     P-val=0.4754
Stock-Wright LM S statistic        Chi-sq(1)=      0.51     P-val=0.4768

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        285
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.42
                                                      Prob > F      =   0.5189
Total (centered) SS     =  53332.46938                Centered R2   =   0.7340
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53905.23774                Root MSE      =    9.044

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0077507   .0120011     0.65   0.519    -.0158717    .
> 0313731
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.765
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              103.887
                         (Kleibergen-Paap rk Wald F statistic):         13.417
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =      12.78
Statistics robust to heteroskedasticity           Prob > F        =     0.0004
                                                  R-squared       =     0.9873
                                                  Adj R-squared   =     0.9801
                                                  Within R-sq.    =     0.1062
Number of clusters (district_fixed) =        285  Root MSE        =    55.8144

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.42254    5.15322     3.57   0.000     8.279185    28.56589
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.59
Statistics robust to heteroskedasticity           Prob > F        =     0.4437
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0006
Number of clusters (district_fixed) =        285  Root MSE        =     8.9936

                            (Std. Err. adjusted for 285 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   -.003581   .0046682    -0.77   0.444    -.0127696    .005
> 6076
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.46
Statistics robust to heteroskedasticity           Prob > F        =     0.4972
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        285  Root MSE        =     8.9927

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .3465291     0.68   0.497    -.4465397    .9176431
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   284)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   284)
cum_count_tu |      12.78    0.0004 |       14.09   0.0002 |       12.78

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.15    P-val=0.0008

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     112.11
Kleibergen-Paap Wald rk F statistic                                12.78

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,284)=       0.46     P-val=0.4972
Anderson-Rubin Wald test           Chi-sq(1)=      0.51     P-val=0.4754
Stock-Wright LM S statistic        Chi-sq(1)=      0.51     P-val=0.4768

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        285
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.42
                                                      Prob > F      =   0.5198
Total (centered) SS     =  53332.46938                Centered R2   =   0.7339
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53918.27467                Root MSE      =    9.045

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0127861   .0198384     0.64   0.520    -.0262628    .051
> 8349
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.150
                                                   Chi-sq(1) P-val =    0.0008
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              112.114
                         (Kleibergen-Paap rk Wald F statistic):         12.780
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =      17.23
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8852
                                                  Adj R-squared   =     0.8194
                                                  Within R-sq.    =     0.0309
Number of clusters (district_fixed) =        285  Root MSE        =     0.7008

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1198741   .0288764     4.15   0.000     .0630353    .1767129
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       1.07
Statistics robust to heteroskedasticity           Prob > F        =     0.3029
                                                  R-squared       =     0.7372
                                                  Adj R-squared   =     0.5865
                                                  Within R-sq.    =     0.0015
Number of clusters (district_fixed) =        285  Root MSE        =     8.9893

                                 (Std. Err. adjusted for 285 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.4910827   .4757647    -1.03   0.303    -1.427555   
>  .4453898
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           93              93              0     | 
        district_fixed |            0             285            285 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.46
Statistics robust to heteroskedasticity           Prob > F        =     0.4972
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        285  Root MSE        =     8.9927

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .3465291     0.68   0.497    -.4465397    .9176431
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   284)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   284)
cum_lncapaci |      17.23    0.0000 |       19.00   0.0000 |       17.23

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=18.45    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      30.11
Kleibergen-Paap Wald rk F statistic                                17.23

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,284)=       0.46     P-val=0.4972
Anderson-Rubin Wald test           Chi-sq(1)=      0.51     P-val=0.4754
Stock-Wright LM S statistic        Chi-sq(1)=      0.51     P-val=0.4768

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        285
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.44
                                                      Prob > F      =   0.5091
Total (centered) SS     =  53332.46938                Centered R2   =   0.7273
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  55266.58519                Root MSE      =    9.158

-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   1.964993     2.9726     0.66   0.509    -3.886131   
>  7.816117
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             18.448
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               30.110
                         (Kleibergen-Paap rk Wald F statistic):         17.233
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           93              93              0     | 
        district_fixed |            0             285            285 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =      18.33
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.9208
                                                  Adj R-squared   =     0.8753
                                                  Within R-sq.    =     0.0346
Number of clusters (district_fixed) =        285  Root MSE        =     0.6099

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1106296   .0258393     4.28   0.000     .0597688    .1614904
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.38
Statistics robust to heteroskedasticity           Prob > F        =     0.5387
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5860
                                                  Within R-sq.    =     0.0005
Number of clusters (district_fixed) =        285  Root MSE        =     8.9937

                              (Std. Err. adjusted for 285 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.3327064   .5404812    -0.62   0.539    -1.396564    .7
> 311508
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           93              93              0     | 
     district_fixed |            0             285            285 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,    284) =       0.46
Statistics robust to heteroskedasticity           Prob > F        =     0.4972
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        285  Root MSE        =     8.9927

                       (Std. Err. adjusted for 285 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .3465291     0.68   0.497    -.4465397    .9176431
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           93              93              0     | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   284)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   284)
cum_lncount_ |      18.33    0.0000 |       20.21   0.0000 |       18.33

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=19.59    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      33.85
Kleibergen-Paap Wald rk F statistic                                18.33

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,284)=       0.46     P-val=0.4972
Anderson-Rubin Wald test           Chi-sq(1)=      0.51     P-val=0.4754
Stock-Wright LM S statistic        Chi-sq(1)=      0.51     P-val=0.4768

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        285
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.45
                                                      Prob > F      =   0.5051
Total (centered) SS     =  53332.46938                Centered R2   =   0.7293
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  54843.59159                Root MSE      =    9.123

-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   2.129192   3.190326     0.67   0.505    -4.150493    8.
> 408878
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             19.588
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               33.855
                         (Kleibergen-Paap rk Wald F statistic):         18.331
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           93              93              0     | 
     district_fixed |            0             285            285 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.78
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.7788
                                                  Adj R-squared   =     0.6659
                                                  Within R-sq.    =     0.1069
Number of clusters (district_fixed) =        287  Root MSE        =    92.3979

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.68829   7.983272     3.84   0.000     14.97487    46.40171
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.01
Statistics robust to heteroskedasticity           Prob > F        =     0.9384
                                                  R-squared       =     0.9676
                                                  Adj R-squared   =     0.9511
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        = 14855.2410

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
             turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.3375468   4.362595    -0.08   0.938    -8.924414     
> 8.24932
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       1.16
Statistics robust to heteroskedasticity           Prob > F        =     0.2823
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0015
Number of clusters (district_fixed) =        287  Root MSE        = 14843.9375

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
     turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -557.2618   517.3504    -1.08   0.282    -1575.559    461.0356
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_capacity |      14.78    0.0001 |       16.24   0.0001 |       14.78

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.17    P-val=0.0005

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     124.78
Kleibergen-Paap Wald rk F statistic                                14.78

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       1.16     P-val=0.2823
Anderson-Rubin Wald test           Chi-sq(1)=      1.27     P-val=0.2589
Stock-Wright LM S statistic        Chi-sq(1)=      1.25     P-val=0.2643

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.92
                                                      Prob > F      =   0.3376
Total (centered) SS     =  1.66834e+11                Centered R2   =   0.9672
Total (uncentered) SS   =  1.66834e+11                Uncentered R2 =        .
Residual SS             =  1.69128e+11                Root MSE      =    14957

-------------------------------------------------------------------------------
-------
                     |               Robust
             turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -18.15877   18.90522    -0.96   0.338     -55.3698    1
> 9.05225
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.168
                                                   Chi-sq(1) P-val =    0.0005
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              124.781
                         (Kleibergen-Paap rk Wald F statistic):         14.777
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      14.07
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9816
                                                  Within R-sq.    =     0.1119
Number of clusters (district_fixed) =        287  Root MSE        =    53.8576

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.36091   4.895576     3.75   0.000     8.724978    27.99683
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.03
Statistics robust to heteroskedasticity           Prob > F        =     0.8581
                                                  R-squared       =     0.9676
                                                  Adj R-squared   =     0.9511
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        = 14855.0933

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
          turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -1.294875   7.234792    -0.18   0.858    -15.53507    12.9
> 4532
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       1.16
Statistics robust to heteroskedasticity           Prob > F        =     0.2823
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0015
Number of clusters (district_fixed) =        287  Root MSE        = 14843.9375

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
     turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -557.2618   517.3504    -1.08   0.282    -1575.559    461.0356
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_count_tu |      14.07    0.0002 |       15.46   0.0001 |       14.07

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.64    P-val=0.0006

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     131.47
Kleibergen-Paap Wald rk F statistic                                14.07

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       1.16     P-val=0.2823
Anderson-Rubin Wald test           Chi-sq(1)=      1.27     P-val=0.2589
Stock-Wright LM S statistic        Chi-sq(1)=      1.25     P-val=0.2643

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.93
                                                      Prob > F      =   0.3359
Total (centered) SS     =  1.66834e+11                Centered R2   =   0.9672
Total (uncentered) SS   =  1.66834e+11                Uncentered R2 =        .
Residual SS             =  1.68914e+11                Root MSE      =    14948

-------------------------------------------------------------------------------
----
                  |               Robust
          turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -30.35045   31.48571    -0.96   0.336    -92.32357    31.6
> 2267
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.639
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              131.469
                         (Kleibergen-Paap rk Wald F statistic):         14.066
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      22.50
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8766
                                                  Adj R-squared   =     0.8135
                                                  Within R-sq.    =     0.0347
Number of clusters (district_fixed) =        287  Root MSE        =     0.7166

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1304823   .0275092     4.74   0.000     .0763362    .1846284
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.62
Statistics robust to heteroskedasticity           Prob > F        =     0.4316
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        287  Root MSE        = 14850.1406

                                 (Std. Err. adjusted for 287 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
               turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -535.5537   680.0151    -0.79   0.432    -1874.023   
>  802.9155
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       1.16
Statistics robust to heteroskedasticity           Prob > F        =     0.2823
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0015
Number of clusters (district_fixed) =        287  Root MSE        = 14843.9375

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
     turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -557.2618   517.3504    -1.08   0.282    -1575.559    461.0356
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncapaci |      22.50    0.0000 |       24.72   0.0000 |       22.50

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.19    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      37.50
Kleibergen-Paap Wald rk F statistic                                22.50

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       1.16     P-val=0.2823
Anderson-Rubin Wald test           Chi-sq(1)=      1.27     P-val=0.2589
Stock-Wright LM S statistic        Chi-sq(1)=      1.25     P-val=0.2643

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     1.08
                                                      Prob > F      =   0.3000
Total (centered) SS     =  1.66834e+11                Centered R2   =   0.9666
Total (uncentered) SS   =  1.66834e+11                Uncentered R2 =        .
Residual SS             =  1.72330e+11                Root MSE      =    15098

-------------------------------------------------------------------------------
---------
                       |               Robust
               turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -4270.784   4113.013    -1.04   0.300     -12366.4   
>  3824.832
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.189
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               37.500
                         (Kleibergen-Paap rk Wald F statistic):         22.498
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =      23.04
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.9146
                                                  Adj R-squared   =     0.8710
                                                  Within R-sq.    =     0.0380
Number of clusters (district_fixed) =        287  Root MSE        =     0.6226

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1188998   .0247711     4.80   0.000      .070143    .1676565
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       0.96
Statistics robust to heteroskedasticity           Prob > F        =     0.3283
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0011
Number of clusters (district_fixed) =        287  Root MSE        = 14847.1567

                              (Std. Err. adjusted for 287 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
            turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -773.6814   790.1164    -0.98   0.328    -2328.862    78
> 1.4994
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,    286) =       1.16
Statistics robust to heteroskedasticity           Prob > F        =     0.2823
                                                  R-squared       =     0.9677
                                                  Adj R-squared   =     0.9512
                                                  Within R-sq.    =     0.0015
Number of clusters (district_fixed) =        287  Root MSE        = 14843.9375

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
     turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -557.2618   517.3504    -1.08   0.282    -1575.559    461.0356
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncount_ |      23.04    0.0000 |       25.31   0.0000 |       23.04

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.84    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.25
Kleibergen-Paap Wald rk F statistic                                23.04

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       1.16     P-val=0.2823
Anderson-Rubin Wald test           Chi-sq(1)=      1.27     P-val=0.2589
Stock-Wright LM S statistic        Chi-sq(1)=      1.25     P-val=0.2643

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     1.09
                                                      Prob > F      =   0.2971
Total (centered) SS     =  1.66834e+11                Centered R2   =   0.9668
Total (uncentered) SS   =  1.66834e+11                Uncentered R2 =        .
Residual SS             =  1.71316e+11                Root MSE      =    15054

-------------------------------------------------------------------------------
------
                    |               Robust
            turnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -4686.819   4486.525    -1.04   0.297    -13517.62    41
> 43.978
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.839
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.254
                         (Kleibergen-Paap rk Wald F statistic):         23.039
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 6 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =      14.71
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.7785
                                                  Adj R-squared   =     0.6652
                                                  Within R-sq.    =     0.1069
Number of clusters (district_fixed) =        287  Root MSE        =    92.4586

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.69388   8.002614     3.84   0.000     14.94239    46.44537
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.02
Statistics robust to heteroskedasticity           Prob > F        =     0.8827
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
           lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   1.61e-06   .0000109     0.15   0.883    -.0000198    .
> 0000231
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.00
Statistics robust to heteroskedasticity           Prob > F        =     0.9609
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
   lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.0000884      .0018    -0.05   0.961    -.0036313    .0034544
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_capacity |      14.71    0.0002 |       16.16   0.0001 |       14.71

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.07    P-val=0.0005

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     124.66
Kleibergen-Paap Wald rk F statistic                                14.71

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       0.00     P-val=0.9609
Anderson-Rubin Wald test           Chi-sq(1)=      0.00     P-val=0.9589
Stock-Wright LM S statistic        Chi-sq(1)=      0.00     P-val=0.9590

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1142
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1142
                                                      F(  1,   286) =     0.00
                                                      Prob > F      =   0.9609
Total (centered) SS     =  3.670279162                Centered R2   =   0.9698
Total (uncentered) SS   =  3.670279162                Uncentered R2 =        .
Residual SS             =  3.670406188                Root MSE      =   .06972

-------------------------------------------------------------------------------
-------
                     |               Robust
           lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -2.88e-06   .0000588    -0.05   0.961    -.0001185    .
> 0001128
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.075
                                                   Chi-sq(1) P-val =    0.0005
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              124.663
                         (Kleibergen-Paap rk Wald F statistic):         14.711
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 6 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =      13.97
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9815
                                                  Within R-sq.    =     0.1118
Number of clusters (district_fixed) =        287  Root MSE        =    53.8914

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.35275   4.910672     3.74   0.000     8.687109    28.01839
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.06
Statistics robust to heteroskedasticity           Prob > F        =     0.8098
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
        lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   4.64e-06   .0000193     0.24   0.810    -.0000333    .000
> 0426
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.00
Statistics robust to heteroskedasticity           Prob > F        =     0.9609
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
   lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.0000884      .0018    -0.05   0.961    -.0036313    .0034544
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_count_tu |      13.97    0.0002 |       15.35   0.0001 |       13.97

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.52    P-val=0.0007

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     131.19
Kleibergen-Paap Wald rk F statistic                                13.97

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       0.00     P-val=0.9609
Anderson-Rubin Wald test           Chi-sq(1)=      0.00     P-val=0.9589
Stock-Wright LM S statistic        Chi-sq(1)=      0.00     P-val=0.9590

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1142
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1142
                                                      F(  1,   286) =     0.00
                                                      Prob > F      =   0.9609
Total (centered) SS     =  3.670279162                Centered R2   =   0.9698
Total (uncentered) SS   =  3.670279162                Uncentered R2 =        .
Residual SS             =   3.67044686                Root MSE      =   .06972

-------------------------------------------------------------------------------
----
                  |               Robust
        lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -4.82e-06   .0000983    -0.05   0.961    -.0001982    .000
> 1886
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.524
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              131.187
                         (Kleibergen-Paap rk Wald F statistic):         13.968
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 6 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =      22.10
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8759
                                                  Adj R-squared   =     0.8125
                                                  Within R-sq.    =     0.0344
Number of clusters (district_fixed) =        287  Root MSE        =     0.7163

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1298455   .0276223     4.70   0.000     .0754767    .1842143
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.17
Statistics robust to heteroskedasticity           Prob > F        =     0.6803
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0001
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                                 (Std. Err. adjusted for 287 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
             lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   .0010092   .0024468     0.41   0.680    -.0038069   
>  .0058253
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.00
Statistics robust to heteroskedasticity           Prob > F        =     0.9609
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
   lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.0000884      .0018    -0.05   0.961    -.0036313    .0034544
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncapaci |      22.10    0.0000 |       24.28   0.0000 |       22.10

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=20.59    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      37.17
Kleibergen-Paap Wald rk F statistic                                22.10

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       0.00     P-val=0.9609
Anderson-Rubin Wald test           Chi-sq(1)=      0.00     P-val=0.9589
Stock-Wright LM S statistic        Chi-sq(1)=      0.00     P-val=0.9590

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1142
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1142
                                                      F(  1,   286) =     0.00
                                                      Prob > F      =   0.9609
Total (centered) SS     =  3.670279162                Centered R2   =   0.9698
Total (uncentered) SS   =  3.670279162                Uncentered R2 =        .
Residual SS             =   3.67101656                Root MSE      =   .06973

-------------------------------------------------------------------------------
---------
                       |               Robust
             lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   -.000681   .0138682    -0.05   0.961    -.0279776   
>  .0266157
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             20.591
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               37.173
                         (Kleibergen-Paap rk Wald F statistic):         22.097
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           99              99              0     | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 6 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =      22.56
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.9144
                                                  Adj R-squared   =     0.8707
                                                  Within R-sq.    =     0.0377
Number of clusters (district_fixed) =        287  Root MSE        =     0.6219

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1182228   .0248896     4.75   0.000     .0692328    .1672128
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.14
Statistics robust to heteroskedasticity           Prob > F        =     0.7050
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0001
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                              (Std. Err. adjusted for 287 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
          lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   .0009958   .0026274     0.38   0.705    -.0041756    .0
> 061672
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,142
Absorbing 2 HDFE groups                           F(   1,    286) =       0.00
Statistics robust to heteroskedasticity           Prob > F        =     0.9609
                                                  R-squared       =     0.9698
                                                  Adj R-squared   =     0.9543
                                                  Within R-sq.    =     0.0000
Number of clusters (district_fixed) =        287  Root MSE        =     0.0697

                       (Std. Err. adjusted for 287 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
   lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.0000884      .0018    -0.05   0.961    -.0036313    .0034544
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           99              99              0     | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   286)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   286)
cum_lncount_ |      22.56    0.0000 |       24.79   0.0000 |       22.56

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=21.12    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      40.88
Kleibergen-Paap Wald rk F statistic                                22.56

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,286)=       0.00     P-val=0.9609
Anderson-Rubin Wald test           Chi-sq(1)=      0.00     P-val=0.9589
Stock-Wright LM S statistic        Chi-sq(1)=      0.00     P-val=0.9590

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        287
Number of observations               N  =       1142
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1142
                                                      F(  1,   286) =     0.00
                                                      Prob > F      =   0.9609
Total (centered) SS     =  3.670279162                Centered R2   =   0.9698
Total (uncentered) SS   =  3.670279162                Uncentered R2 =        .
Residual SS             =  3.670900962                Root MSE      =   .06973

-------------------------------------------------------------------------------
------
                    |               Robust
          lnturnout |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.0007479   .0152286    -0.05   0.961    -.0307222    .0
> 292264
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             21.122
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               40.876
                         (Kleibergen-Paap rk Wald F statistic):         22.561
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           99              99              0     | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)

. 
. 
. *-------------------- Export LaTeX tables - Main Results --------------------
> *
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. * OLS
. esttab dem_capacity_ols dem_count_ols  ///
>                 inc_capacity_ols inc_count_ols using Table3.tex, booktabs rep
> lace ///
>                 refcat(cum_capacity_turbine "\emph{Panel A: OLS}", nolabel) /
> //
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Incumbent Vote", pattern(1 0 1 0) 
> prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(\cmidrule(lr){@span}))
>  ///
>                 width(\hsize)
(output written to Table3.tex)

.                 
. * IV
. esttab dem_capacity_iv dem_count_iv ///
>                 inc_capacity_iv inc_count_iv using Table3.tex, booktabs appen
> d ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "Districts
> " "\(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{Panel B: IV}", nolabel) //
> /
>                 width(\hsize)
(output written to Table3.tex)

. 
. 
. 
. *****************************************************************************
> **
. /*                                              TABLE 5                      
>                                         */
. *****************************************************************************
> **
. 
. * OLS
. esttab tur_capacity_ols tur_count_ols lnt_capacity_ols lnt_count_ols using Ta
> ble5.tex, booktabs replace ///
>                 refcat(cum_capacity_turbine "\emph{Panel A: OLS}", nolabel) /
> //
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model") ///
>                 mgroups("Turnout" "log(Turnout)", pattern(1 0 1 0) prefix(\mu
> lticolumn{@span}{c}{) suffix(}) span erepeat(\cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to Table5.tex)

.                 
. * IV
. esttab tur_capacity_iv tur_count_iv lnt_capacity_iv lnt_count_iv using Table5
> .tex, booktabs append ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "Districts
> " "\(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{Panel B: IV}", nolabel) //
> /
>                 width(\hsize)
(output written to Table5.tex)

. 
. 
. *****************************************************************************
> **
. /*                                                      TABLE 4              
>                                                */
. *****************************************************************************
> **
. local outcome incumbvotesmajorpercent // outcome variable 

. local endogenous cum_capacity_turbine cum_count_turbine cum_lncapacity_turbin
> e cum_lncount_turbine // endogenous variable

. local instrument inter // instrument

. local admin1_trend stateyear_fixed // geography * time trend

. local admin2 district_fixed // panel unit (cluster variable)

. local party Dem Rep // party

. 
. foreach z in `party' {
  2.         capture drop incumbent_`z'
  3.         gen incumbent_`z' = 0
  4.         replace incumbent_`z' = 1 if incumbent_party == "`z'"
  5.                                 
.         foreach y in `outcome' {
  6.                 // Create outcome variable label for storing estimates
.                 local y_name = substr("`y'", 1, 3)
  7.                 
.                 foreach x in `endogenous' {
  8.                                 // Create endogenous variable label for st
> oring estimates
.                                 tokenize "`x'", parse("_")
  9.                                 local x_name "`3'"
 10.                                 di "`x_name'"
 11.                                 
.                                 // Run IV regression
.                                 reghdfe `y' (`x' = `instrument') if incumbent
> _`z' == 1, absorb(`admin1_trend' `admin2') ffirst stages(first ols reduced) v
> ce(cluster `admin2') old
 12.                                 
.                                 // Store IV, first stage, OLS, reduced form e
> stimates
.                                 estimates store `y_name'_`x_name'_`z'_iv
 13.                                 estimates restore reghdfe_first1
 14.                                 estimates store `y_name'_`x_name'_`z'_firs
> t
 15.                                 estimates restore reghdfe_ols
 16.                                 estimates store `y_name'_`x_name'_`z'_ols
 17.                                 estimates restore reghdfe_reduced
 18.                                 estimates store `y_name'_`x_name'_`z'_redu
> ced
 19.                         }
 20.         }
 21. }
(616 real changes made)
capacity
(running historical version of reghdfe)
(dropped 40 singleton observations)
(converged in 9 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       4.74
Statistics robust to heteroskedasticity           Prob > F        =     0.0309
                                                  R-squared       =     0.9367
                                                  Adj R-squared   =     0.8930
                                                  Within R-sq.    =     0.0533
Number of clusters (district_fixed) =        159  Root MSE        =    40.9265

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   8.785415   4.034848     2.18   0.031     .8162195    16.75461
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       3.39
Statistics robust to heteroskedasticity           Prob > F        =     0.0675
                                                  R-squared       =     0.7930
                                                  Adj R-squared   =     0.6499
                                                  Within R-sq.    =     0.0020
Number of clusters (district_fixed) =        159  Root MSE        =     8.4827

                               (Std. Err. adjusted for 159 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0090247   .0049016    -1.84   0.067    -.0187058    .
> 0006564
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           76              76              0     | 
      district_fixed |            0             159            159 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       1.83
Statistics robust to heteroskedasticity           Prob > F        =     0.1779
                                                  R-squared       =     0.7935
                                                  Adj R-squared   =     0.6507
                                                  Within R-sq.    =     0.0044
Number of clusters (district_fixed) =        159  Root MSE        =     8.4724

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .510468   .3772339     1.35   0.178    -.2346037     1.25554
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   158)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   158)
cum_capacity |       4.74    0.0309 |        5.50   0.0190 |        4.74

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=5.42     P-val=0.0199

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      28.07
Kleibergen-Paap Wald rk F statistic                                 4.74

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,158)=       1.83     P-val=0.1779
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1451
Stock-Wright LM S statistic        Chi-sq(1)=      1.93     P-val=0.1650

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        159
Number of observations               N  =        576
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    159          Number of obs =      576
                                                      F(  1,   158) =     1.16
                                                      Prob > F      =   0.2829
Total (centered) SS     =  24514.15599                Centered R2   =   0.7700
Total (uncentered) SS   =  24514.15599                Uncentered R2 =        .
Residual SS             =  27175.81411                Root MSE      =     8.94

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |    .058104   .0539278     1.08   0.283    -.0484083    .
> 1646164
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              5.425
                                                   Chi-sq(1) P-val =    0.0199
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               28.070
                         (Kleibergen-Paap rk Wald F statistic):          4.741
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           76              76              0     | 
      district_fixed |            0             159            159 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 40 singleton observations)
(converged in 9 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       4.94
Statistics robust to heteroskedasticity           Prob > F        =     0.0277
                                                  R-squared       =     0.9978
                                                  Adj R-squared   =     0.9962
                                                  Within R-sq.    =     0.0534
Number of clusters (district_fixed) =        159  Root MSE        =    23.9171

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    5.14348   2.314357     2.22   0.028     .5724113    9.714548
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       3.54
Statistics robust to heteroskedasticity           Prob > F        =     0.0619
                                                  R-squared       =     0.7929
                                                  Adj R-squared   =     0.6498
                                                  Within R-sq.    =     0.0018
Number of clusters (district_fixed) =        159  Root MSE        =     8.4834

                            (Std. Err. adjusted for 159 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0147583   .0078486    -1.88   0.062    -.0302599    .000
> 7434
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           76              76              0     | 
   district_fixed |            0             159            159 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       1.83
Statistics robust to heteroskedasticity           Prob > F        =     0.1779
                                                  R-squared       =     0.7935
                                                  Adj R-squared   =     0.6507
                                                  Within R-sq.    =     0.0044
Number of clusters (district_fixed) =        159  Root MSE        =     8.4724

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .510468   .3772339     1.35   0.178    -.2346037     1.25554
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   158)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   158)
cum_count_tu |       4.94    0.0277 |        5.73   0.0167 |        4.94

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=5.62     P-val=0.0178

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      28.17
Kleibergen-Paap Wald rk F statistic                                 4.94

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,158)=       1.83     P-val=0.1779
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1451
Stock-Wright LM S statistic        Chi-sq(1)=      1.93     P-val=0.1650

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        159
Number of observations               N  =        576
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    159          Number of obs =      576
                                                      F(  1,   158) =     1.17
                                                      Prob > F      =   0.2800
Total (centered) SS     =  24514.15599                Centered R2   =   0.7703
Total (uncentered) SS   =  24514.15599                Uncentered R2 =        .
Residual SS             =  27139.87997                Root MSE      =    8.934

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0992457   .0915596     1.08   0.280    -.0815929    .280
> 0842
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              5.615
                                                   Chi-sq(1) P-val =    0.0178
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               28.172
                         (Kleibergen-Paap rk Wald F statistic):          4.939
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           76              76              0     | 
   district_fixed |            0             159            159 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 40 singleton observations)
(converged in 9 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       3.96
Statistics robust to heteroskedasticity           Prob > F        =     0.0484
                                                  R-squared       =     0.9202
                                                  Adj R-squared   =     0.8651
                                                  Within R-sq.    =     0.0231
Number of clusters (district_fixed) =        159  Root MSE        =     0.4347

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .0605181    .030419     1.99   0.048     .0004379    .1205983
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       5.69
Statistics robust to heteroskedasticity           Prob > F        =     0.0182
                                                  R-squared       =     0.7956
                                                  Adj R-squared   =     0.6544
                                                  Within R-sq.    =     0.0148
Number of clusters (district_fixed) =        159  Root MSE        =     8.4282

                                 (Std. Err. adjusted for 159 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -2.347852   .9842841    -2.39   0.018    -4.291904   
> -.4038003
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           76              76              0     | 
        district_fixed |            0             159            159 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       1.83
Statistics robust to heteroskedasticity           Prob > F        =     0.1779
                                                  R-squared       =     0.7935
                                                  Adj R-squared   =     0.6507
                                                  Within R-sq.    =     0.0044
Number of clusters (district_fixed) =        159  Root MSE        =     8.4724

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .510468   .3772339     1.35   0.178    -.2346037     1.25554
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   158)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   158)
cum_lncapaci |       3.96    0.0484 |        4.59   0.0322 |        3.96

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=4.84     P-val=0.0278

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      11.80
Kleibergen-Paap Wald rk F statistic                                 3.96

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,158)=       1.83     P-val=0.1779
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1451
Stock-Wright LM S statistic        Chi-sq(1)=      1.93     P-val=0.1650

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        159
Number of observations               N  =        576
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    159          Number of obs =      576
                                                      F(  1,   158) =     1.19
                                                      Prob > F      =   0.2780
Total (centered) SS     =  24514.15599                Centered R2   =   0.7309
Total (uncentered) SS   =  24514.15599                Uncentered R2 =        .
Residual SS             =  31799.74373                Root MSE      =    9.671

-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   8.434964   7.748454     1.09   0.278    -6.868945   
>  23.73887
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):              4.843
                                                   Chi-sq(1) P-val =    0.0278
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               11.804
                         (Kleibergen-Paap rk Wald F statistic):          3.958
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           76              76              0     | 
        district_fixed |            0             159            159 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 40 singleton observations)
(converged in 9 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       4.58
Statistics robust to heteroskedasticity           Prob > F        =     0.0339
                                                  R-squared       =     0.9508
                                                  Adj R-squared   =     0.9168
                                                  Within R-sq.    =     0.0296
Number of clusters (district_fixed) =        159  Root MSE        =     0.3709

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .0585826   .0273765     2.14   0.034     .0045115    .1126537
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       3.44
Statistics robust to heteroskedasticity           Prob > F        =     0.0656
                                                  R-squared       =     0.7945
                                                  Adj R-squared   =     0.6525
                                                  Within R-sq.    =     0.0094
Number of clusters (district_fixed) =        159  Root MSE        =     8.4514

                              (Std. Err. adjusted for 159 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   -2.18222   1.177048    -1.85   0.066    -4.506998    .1
> 425576
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           76              76              0     | 
     district_fixed |            0             159            159 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        576
Absorbing 2 HDFE groups                           F(   1,    158) =       1.83
Statistics robust to heteroskedasticity           Prob > F        =     0.1779
                                                  R-squared       =     0.7935
                                                  Adj R-squared   =     0.6507
                                                  Within R-sq.    =     0.0044
Number of clusters (district_fixed) =        159  Root MSE        =     8.4724

                       (Std. Err. adjusted for 159 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .510468   .3772339     1.35   0.178    -.2346037     1.25554
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           76              76              0     | 
 district_fixed |            0             159            159 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   158)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   158)
cum_lncount_ |       4.58    0.0339 |        5.31   0.0212 |        4.58

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=5.65     P-val=0.0175

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      15.20
Kleibergen-Paap Wald rk F statistic                                 4.58

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,158)=       1.83     P-val=0.1779
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1451
Stock-Wright LM S statistic        Chi-sq(1)=      1.93     P-val=0.1650

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        159
Number of observations               N  =        576
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    159          Number of obs =      576
                                                      F(  1,   158) =     1.31
                                                      Prob > F      =   0.2544
Total (centered) SS     =  24514.15599                Centered R2   =   0.7461
Total (uncentered) SS   =  24514.15599                Uncentered R2 =        .
Residual SS             =  30005.72329                Root MSE      =    9.394

-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   8.713647   7.617373     1.14   0.254    -6.331366    23
> .75866
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):              5.645
                                                   Chi-sq(1) P-val =    0.0175
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               15.199
                         (Kleibergen-Paap rk Wald F statistic):          4.579
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           76              76              0     | 
     district_fixed |            0             159            159 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
(430 real changes made)
capacity
(running historical version of reghdfe)
(dropped 23 singleton observations)
(converged in 9 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       8.55
Statistics robust to heteroskedasticity           Prob > F        =     0.0041
                                                  R-squared       =     0.8603
                                                  Adj R-squared   =     0.7179
                                                  Within R-sq.    =     0.1402
Number of clusters (district_fixed) =        128  Root MSE        =    85.4913

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   39.74813   13.59247     2.92   0.004     12.85108    66.64518
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       2.56
Statistics robust to heteroskedasticity           Prob > F        =     0.1118
                                                  R-squared       =     0.7563
                                                  Adj R-squared   =     0.5077
                                                  Within R-sq.    =     0.0205
Number of clusters (district_fixed) =        128  Root MSE        =     7.8753

                               (Std. Err. adjusted for 128 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0123712   .0077268    -1.60   0.112    -.0276611    .
> 0029186
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           77              77              0     | 
      district_fixed |            0             128            128 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       1.71
Statistics robust to heteroskedasticity           Prob > F        =     0.1936
                                                  R-squared       =     0.7553
                                                  Adj R-squared   =     0.5058
                                                  Within R-sq.    =     0.0167
Number of clusters (district_fixed) =        128  Root MSE        =     7.8907

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -1.184725   .9065702    -1.31   0.194    -2.978664    .6092136
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   127)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   127)
cum_capacity |       8.55    0.0041 |       10.64   0.0011 |        8.55

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=6.47     P-val=0.0109

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      53.67
Kleibergen-Paap Wald rk F statistic                                 8.55

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,127)=       1.71     P-val=0.1936
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1450
Stock-Wright LM S statistic        Chi-sq(1)=      1.75     P-val=0.1862

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        128
Number of observations               N  =        407
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    128          Number of obs =      407
                                                      F(  1,   127) =     2.15
                                                      Prob > F      =   0.1453
Total (centered) SS     =  12727.65962                Centered R2   =   0.7461
Total (uncentered) SS   =  12727.65962                Uncentered R2 =        .
Residual SS             =  12985.53013                Root MSE      =    8.038

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0298058   .0203405    -1.47   0.145    -.0700559    .
> 0104443
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              6.474
                                                   Chi-sq(1) P-val =    0.0109
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               53.665
                         (Kleibergen-Paap rk Wald F statistic):          8.551
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           77              77              0     | 
      district_fixed |            0             128            128 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 23 singleton observations)
(converged in 10 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       9.54
Statistics robust to heteroskedasticity           Prob > F        =     0.0025
                                                  R-squared       =     0.9931
                                                  Adj R-squared   =     0.9860
                                                  Within R-sq.    =     0.1506
Number of clusters (district_fixed) =        128  Root MSE        =    49.4225

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   23.95751   7.755332     3.09   0.002     8.611103    39.30391
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       2.71
Statistics robust to heteroskedasticity           Prob > F        =     0.1025
                                                  R-squared       =     0.7562
                                                  Adj R-squared   =     0.5076
                                                  Within R-sq.    =     0.0204
Number of clusters (district_fixed) =        128  Root MSE        =     7.8759

                            (Std. Err. adjusted for 128 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0211958   .0128853    -1.64   0.102    -.0466936    .004
> 3019
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           77              77              0     | 
   district_fixed |            0             128            128 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       1.71
Statistics robust to heteroskedasticity           Prob > F        =     0.1936
                                                  R-squared       =     0.7553
                                                  Adj R-squared   =     0.5058
                                                  Within R-sq.    =     0.0167
Number of clusters (district_fixed) =        128  Root MSE        =     7.8907

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -1.184725   .9065702    -1.31   0.194    -2.978664    .6092136
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   127)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   127)
cum_count_tu |       9.54    0.0025 |       11.87   0.0006 |        9.54

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.04     P-val=0.0080

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      58.34
Kleibergen-Paap Wald rk F statistic                                 9.54

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,127)=       1.71     P-val=0.1936
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1450
Stock-Wright LM S statistic        Chi-sq(1)=      1.75     P-val=0.1862

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        128
Number of observations               N  =        407
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    128          Number of obs =      407
                                                      F(  1,   127) =     2.11
                                                      Prob > F      =   0.1489
Total (centered) SS     =  12727.65962                Centered R2   =   0.7472
Total (uncentered) SS   =  12727.65962                Uncentered R2 =        .
Residual SS             =  12929.44244                Root MSE      =     8.02

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0494511   .0340539    -1.45   0.149    -.1168377    .017
> 9355
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.042
                                                   Chi-sq(1) P-val =    0.0080
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               58.336
                         (Kleibergen-Paap rk Wald F statistic):          9.543
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           77              77              0     | 
   district_fixed |            0             128            128 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 23 singleton observations)
(converged in 10 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       6.85
Statistics robust to heteroskedasticity           Prob > F        =     0.0099
                                                  R-squared       =     0.8985
                                                  Adj R-squared   =     0.7949
                                                  Within R-sq.    =     0.0433
Number of clusters (district_fixed) =        128  Root MSE        =     0.8845

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2165556   .0827175     2.62   0.010     .0528726    .3802387
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       1.07
Statistics robust to heteroskedasticity           Prob > F        =     0.3032
                                                  R-squared       =     0.7525
                                                  Adj R-squared   =     0.5000
                                                  Within R-sq.    =     0.0052
Number of clusters (district_fixed) =        128  Root MSE        =     7.9367

                                 (Std. Err. adjusted for 128 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.6350904   .6143155    -1.03   0.303     -1.85071   
>  .5805291
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           77              77              0     | 
        district_fixed |            0             128            128 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       1.71
Statistics robust to heteroskedasticity           Prob > F        =     0.1936
                                                  R-squared       =     0.7553
                                                  Adj R-squared   =     0.5058
                                                  Within R-sq.    =     0.0167
Number of clusters (district_fixed) =        128  Root MSE        =     7.8907

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -1.184725   .9065702    -1.31   0.194    -2.978664    .6092136
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   127)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   127)
cum_lncapaci |       6.85    0.0099 |        8.52   0.0035 |        6.85

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=6.92     P-val=0.0085

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      14.88
Kleibergen-Paap Wald rk F statistic                                 6.85

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,127)=       1.71     P-val=0.1936
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1450
Stock-Wright LM S statistic        Chi-sq(1)=      1.75     P-val=0.1862

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        128
Number of observations               N  =        407
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    128          Number of obs =      407
                                                      F(  1,   127) =     1.36
                                                      Prob > F      =   0.2455
Total (centered) SS     =  12727.65962                Centered R2   =   0.6773
Total (uncentered) SS   =  12727.65962                Uncentered R2 =        .
Residual SS             =  16504.55237                Root MSE      =    9.062

-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -5.470766   4.688679    -1.17   0.245    -14.74882   
>  3.807283
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):              6.918
                                                   Chi-sq(1) P-val =    0.0085
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               14.883
                         (Kleibergen-Paap rk Wald F statistic):          6.854
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           77              77              0     | 
        district_fixed |            0             128            128 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 23 singleton observations)
(converged in 10 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       6.67
Statistics robust to heteroskedasticity           Prob > F        =     0.0109
                                                  R-squared       =     0.9281
                                                  Adj R-squared   =     0.8547
                                                  Within R-sq.    =     0.0455
Number of clusters (district_fixed) =        128  Root MSE        =     0.7836

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1969568   .0762443     2.58   0.011     .0460831    .3478305
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       0.76
Statistics robust to heteroskedasticity           Prob > F        =     0.3846
                                                  R-squared       =     0.7521
                                                  Adj R-squared   =     0.4992
                                                  Within R-sq.    =     0.0035
Number of clusters (district_fixed) =        128  Root MSE        =     7.9434

                              (Std. Err. adjusted for 128 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.5903859   .6766364    -0.87   0.385    -1.929327    .7
> 485555
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           77              77              0     | 
     district_fixed |            0             128            128 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        407
Absorbing 2 HDFE groups                           F(   1,    127) =       1.71
Statistics robust to heteroskedasticity           Prob > F        =     0.1936
                                                  R-squared       =     0.7553
                                                  Adj R-squared   =     0.5058
                                                  Within R-sq.    =     0.0167
Number of clusters (district_fixed) =        128  Root MSE        =     7.8907

                       (Std. Err. adjusted for 128 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -1.184725   .9065702    -1.31   0.194    -2.978664    .6092136
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           77              77              0     | 
 district_fixed |            0             128            128 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   127)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   127)
cum_lncount_ |       6.67    0.0109 |        8.30   0.0040 |        6.67

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=6.79     P-val=0.0092

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      15.68
Kleibergen-Paap Wald rk F statistic                                 6.67

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,127)=       1.71     P-val=0.1936
Anderson-Rubin Wald test           Chi-sq(1)=      2.12     P-val=0.1450
Stock-Wright LM S statistic        Chi-sq(1)=      1.75     P-val=0.1862

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        128
Number of observations               N  =        407
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    128          Number of obs =      407
                                                      F(  1,   127) =     1.29
                                                      Prob > F      =   0.2587
Total (centered) SS     =  12727.65962                Centered R2   =   0.6777
Total (uncentered) SS   =  12727.65962                Uncentered R2 =        .
Residual SS             =  16488.07856                Root MSE      =    9.057

-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -6.015153   5.301945    -1.13   0.259    -16.50675     4
> .47644
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):              6.786
                                                   Chi-sq(1) P-val =    0.0092
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               15.683
                         (Kleibergen-Paap rk Wald F statistic):          6.673
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           77              77              0     | 
     district_fixed |            0             128            128 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)

. 
. *------------ Export LaTeX regression tables - Heterogeneous Effects --------
> -*
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. ** Compare OLS and IV estimates
. * OLS
. esttab inc_capacity_Dem_ols inc_count_Dem_ols inc_capacity_Rep_ols inc_count_
> Rep_ols using Table4.tex, booktabs replace ///
>                 refcat(cum_capacity_turbine "\emph{Panel A: OLS}", nolabel) /
> //
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Incumbent" "Republican Incumbent", patter
> n(1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(\cmidrule(l
> r){@span})) ///
>                 width(\hsize)
(output written to Table4.tex)

.                 
. * IV
. esttab inc_capacity_Dem_iv inc_count_Dem_iv inc_capacity_Rep_iv inc_count_Rep
> _iv using Table4.tex, booktabs append ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "Districts
> " "\(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{Panel B: IV}", nolabel) //
> /
>                 width(\hsize)
(output written to Table4.tex)

. 
. 
.                 
. *****************************************************************************
> **
. /*                                                              TABLE A8     
>                                                     */
. *****************************************************************************
> **
. gen cali = 0

. replace cali = 1 if state == "California"
(212 real changes made)

. 
. local outcome demvotesmajorpercent repvotesmajorpercent incumbvotesmajorperce
> nt // outcome variable 

. local endogenous cum_capacity_turbine cum_count_turbine cum_lncapacity_turbin
> e cum_lncount_turbine // endogenous variable

. local instrument inter // instrument

. local admin1_trend stateyear_fixed // geography * time trend

. local admin2 district_fixed // panel unit (cluster variable)

. 
. foreach y in `outcome' {
  2.         // Create outcome variable label for storing estimates
.         local y_name = substr("`y'", 1, 3)
  3.         
.         foreach x in `endogenous' {
  4.                         // Create endogenous variable label for storing es
> timates
.                         tokenize "`x'", parse("_")
  5.                         local x_name "`3'"
  6.                         di "`x_name'"
  7.                         
.                         // Run IV regression
.                         reghdfe `y' (`x' = `instrument') if cali == 0, absorb
> (`admin1_trend' `admin2') ffirst stages(first ols reduced) vce(cluster `admin
> 2') old
  8.                         
.                         // Store IV, first stage, OLS, reduced form estimates
.                         estimates store `y_name'_`x_name'_iv_noCA
  9.                         estimates restore reghdfe_first1
 10.                         estimates store `y_name'_`x_name'_first_noCA
 11.                         estimates restore reghdfe_ols
 12.                         estimates store `y_name'_`x_name'_ols_noCA
 13.                         estimates restore reghdfe_reduced
 14.                         estimates store `y_name'_`x_name'_reduced_noCA
 15.                 }
 16. }
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      15.22
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.7638
                                                  Adj R-squared   =     0.6345
                                                  Within R-sq.    =     0.1392
Number of clusters (district_fixed) =        234  Root MSE        =   100.7682

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   41.76634   10.70574     3.90   0.000     20.67392    62.85877
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       4.55
Statistics robust to heteroskedasticity           Prob > F        =     0.0339
                                                  R-squared       =     0.8952
                                                  Adj R-squared   =     0.8378
                                                  Within R-sq.    =     0.0063
Number of clusters (district_fixed) =        234  Root MSE        =     8.7832

                               (Std. Err. adjusted for 234 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0064432   .0030197     2.13   0.034     .0004938    .
> 0123927
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           95              95              0     | 
      district_fixed |            0             234            234 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .9594758   .3889306     2.47   0.014     .1932056    1.725746
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_capacity |      15.22    0.0001 |       17.02   0.0000 |       15.22

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=10.95    P-val=0.0009

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     135.01
Kleibergen-Paap Wald rk F statistic                                15.22

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     5.33
                                                      Prob > F      =   0.0219
Total (centered) SS     =  46657.81669                Centered R2   =   0.8908
Total (uncentered) SS   =  46657.81669                Uncentered R2 =        .
Residual SS             =  48300.44463                Root MSE      =    8.965

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0229725    .009953     2.31   0.022     .0033632    .
> 0425817
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             10.949
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              135.015
                         (Kleibergen-Paap rk Wald F statistic):         15.220
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           95              95              0     | 
      district_fixed |            0             234            234 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      14.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.8278
                                                  Adj R-squared   =     0.7335
                                                  Within R-sq.    =     0.1434
Number of clusters (district_fixed) =        234  Root MSE        =    58.7043

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   24.75986   6.596948     3.75   0.000     11.76257    37.75715
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       5.15
Statistics robust to heteroskedasticity           Prob > F        =     0.0241
                                                  R-squared       =     0.8952
                                                  Adj R-squared   =     0.8379
                                                  Within R-sq.    =     0.0068
Number of clusters (district_fixed) =        234  Root MSE        =     8.7812

                            (Std. Err. adjusted for 234 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0114135    .005028     2.27   0.024     .0015074    .021
> 3196
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           95              95              0     | 
   district_fixed |            0             234            234 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .9594758   .3889306     2.47   0.014     .1932056    1.725746
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_count_tu |      14.09    0.0002 |       15.76   0.0001 |       14.09

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=10.26    P-val=0.0014

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     139.81
Kleibergen-Paap Wald rk F statistic                                14.09

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     5.00
                                                      Prob > F      =   0.0264
Total (centered) SS     =  46657.81669                Centered R2   =   0.8911
Total (uncentered) SS   =  46657.81669                Uncentered R2 =        .
Residual SS             =  48149.89345                Root MSE      =    8.951

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0387513   .0173367     2.24   0.026     .0045946    .072
> 9079
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.260
                                                   Chi-sq(1) P-val =    0.0014
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              139.808
                         (Kleibergen-Paap rk Wald F statistic):         14.087
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           95              95              0     | 
   district_fixed |            0             234            234 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      22.15
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8596
                                                  Adj R-squared   =     0.7827
                                                  Within R-sq.    =     0.0420
Number of clusters (district_fixed) =        234  Root MSE        =     0.7729

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1667911   .0354364     4.71   0.000     .0969743    .2366078
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       0.53
Statistics robust to heteroskedasticity           Prob > F        =     0.4658
                                                  R-squared       =     0.8946
                                                  Adj R-squared   =     0.8370
                                                  Within R-sq.    =     0.0011
Number of clusters (district_fixed) =        234  Root MSE        =     8.8060

                                 (Std. Err. adjusted for 234 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.3761456   .5148489    -0.73   0.466      -1.3905   
>  .6382085
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           95              95              0     | 
        district_fixed |            0             234            234 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .9594758   .3889306     2.47   0.014     .1932056    1.725746
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_lncapaci |      22.15    0.0000 |       24.78   0.0000 |       22.15

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=18.79    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      36.60
Kleibergen-Paap Wald rk F statistic                                22.15

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     4.98
                                                      Prob > F      =   0.0266
Total (centered) SS     =  46657.81669                Centered R2   =   0.8628
Total (uncentered) SS   =  46657.81669                Uncentered R2 =        .
Residual SS             =  60682.69056                Root MSE      =    10.05

-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   5.752562   2.577422     2.23   0.027     .6745304   
>  10.83059
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             18.788
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               36.595
                         (Kleibergen-Paap rk Wald F statistic):         22.154
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           95              95              0     | 
        district_fixed |            0             234            234 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      23.72
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8802
                                                  Adj R-squared   =     0.8146
                                                  Within R-sq.    =     0.0473
Number of clusters (district_fixed) =        234  Root MSE        =     0.6702

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1540035   .0316178     4.87   0.000     .0917101    .2162969
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       0.34
Statistics robust to heteroskedasticity           Prob > F        =     0.5601
                                                  R-squared       =     0.8946
                                                  Adj R-squared   =     0.8369
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        234  Root MSE        =     8.8080

                              (Std. Err. adjusted for 234 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.3320143   .5689196    -0.58   0.560    -1.452898    .7
> 888697
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           95              95              0     | 
     district_fixed |            0             234            234 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .9594758   .3889306     2.47   0.014     .1932056    1.725746
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_lncount_ |      23.72    0.0000 |       26.54   0.0000 |       23.72

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=20.03    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.50
Kleibergen-Paap Wald rk F statistic                                23.72

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     4.91
                                                      Prob > F      =   0.0276
Total (centered) SS     =  46657.81669                Centered R2   =   0.8670
Total (uncentered) SS   =  46657.81669                Uncentered R2 =        .
Residual SS             =  58828.06195                Root MSE      =    9.894

-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |    6.23022   2.811266     2.22   0.028     .6914707    11
> .76897
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             20.031
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.502
                         (Kleibergen-Paap rk Wald F statistic):         23.724
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           95              95              0     | 
     district_fixed |            0             234            234 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      15.22
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.7638
                                                  Adj R-squared   =     0.6345
                                                  Within R-sq.    =     0.1392
Number of clusters (district_fixed) =        234  Root MSE        =   100.7682

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   41.76634   10.70574     3.90   0.000     20.67392    62.85877
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       4.55
Statistics robust to heteroskedasticity           Prob > F        =     0.0339
                                                  R-squared       =     0.8952
                                                  Adj R-squared   =     0.8378
                                                  Within R-sq.    =     0.0063
Number of clusters (district_fixed) =        234  Root MSE        =     8.7832

                               (Std. Err. adjusted for 234 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0064432   .0030197    -2.13   0.034    -.0123927   -.
> 0004938
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           95              95              0     | 
      district_fixed |            0             234            234 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.9594758   .3889306    -2.47   0.014    -1.725746   -.1932056
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_capacity |      15.22    0.0001 |       17.02   0.0000 |       15.22

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=10.95    P-val=0.0009

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     135.01
Kleibergen-Paap Wald rk F statistic                                15.22

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     5.33
                                                      Prob > F      =   0.0219
Total (centered) SS     =  46657.81725                Centered R2   =   0.8908
Total (uncentered) SS   =  46657.81725                Uncentered R2 =        .
Residual SS             =  48300.44508                Root MSE      =    8.965

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0229725    .009953    -2.31   0.022    -.0425817   -.
> 0033632
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             10.949
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              135.015
                         (Kleibergen-Paap rk Wald F statistic):         15.220
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           95              95              0     | 
      district_fixed |            0             234            234 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      14.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.8278
                                                  Adj R-squared   =     0.7335
                                                  Within R-sq.    =     0.1434
Number of clusters (district_fixed) =        234  Root MSE        =    58.7043

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   24.75986   6.596948     3.75   0.000     11.76257    37.75715
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       5.15
Statistics robust to heteroskedasticity           Prob > F        =     0.0241
                                                  R-squared       =     0.8952
                                                  Adj R-squared   =     0.8379
                                                  Within R-sq.    =     0.0068
Number of clusters (district_fixed) =        234  Root MSE        =     8.7812

                            (Std. Err. adjusted for 234 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0114135    .005028    -2.27   0.024    -.0213196   -.001
> 5074
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           95              95              0     | 
   district_fixed |            0             234            234 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.9594758   .3889306    -2.47   0.014    -1.725746   -.1932056
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_count_tu |      14.09    0.0002 |       15.76   0.0001 |       14.09

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=10.26    P-val=0.0014

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     139.81
Kleibergen-Paap Wald rk F statistic                                14.09

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     5.00
                                                      Prob > F      =   0.0264
Total (centered) SS     =  46657.81725                Centered R2   =   0.8911
Total (uncentered) SS   =  46657.81725                Uncentered R2 =        .
Residual SS             =   48149.8939                Root MSE      =    8.951

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0387513   .0173367    -2.24   0.026    -.0729079   -.004
> 5946
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.260
                                                   Chi-sq(1) P-val =    0.0014
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              139.808
                         (Kleibergen-Paap rk Wald F statistic):         14.087
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           95              95              0     | 
   district_fixed |            0             234            234 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      22.15
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8596
                                                  Adj R-squared   =     0.7827
                                                  Within R-sq.    =     0.0420
Number of clusters (district_fixed) =        234  Root MSE        =     0.7729

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1667911   .0354364     4.71   0.000     .0969743    .2366078
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       0.53
Statistics robust to heteroskedasticity           Prob > F        =     0.4658
                                                  R-squared       =     0.8946
                                                  Adj R-squared   =     0.8370
                                                  Within R-sq.    =     0.0011
Number of clusters (district_fixed) =        234  Root MSE        =     8.8060

                                 (Std. Err. adjusted for 234 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   .3761456   .5148489     0.73   0.466    -.6382086   
>    1.3905
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           95              95              0     | 
        district_fixed |            0             234            234 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.9594758   .3889306    -2.47   0.014    -1.725746   -.1932056
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_lncapaci |      22.15    0.0000 |       24.78   0.0000 |       22.15

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=18.79    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      36.60
Kleibergen-Paap Wald rk F statistic                                22.15

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     4.98
                                                      Prob > F      =   0.0266
Total (centered) SS     =  46657.81725                Centered R2   =   0.8628
Total (uncentered) SS   =  46657.81725                Uncentered R2 =        .
Residual SS             =  60682.69112                Root MSE      =    10.05

-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -5.752562   2.577422    -2.23   0.027    -10.83059   
> -.6745304
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             18.788
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               36.595
                         (Kleibergen-Paap rk Wald F statistic):         22.154
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           95              95              0     | 
        district_fixed |            0             234            234 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =      23.72
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8802
                                                  Adj R-squared   =     0.8146
                                                  Within R-sq.    =     0.0473
Number of clusters (district_fixed) =        234  Root MSE        =     0.6702

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1540035   .0316178     4.87   0.000     .0917101    .2162969
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       0.34
Statistics robust to heteroskedasticity           Prob > F        =     0.5601
                                                  R-squared       =     0.8946
                                                  Adj R-squared   =     0.8369
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        234  Root MSE        =     8.8080

                              (Std. Err. adjusted for 234 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   .3320142   .5689196     0.58   0.560    -.7888697    1.
> 452898
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           95              95              0     | 
     district_fixed |            0             234            234 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        931
Absorbing 2 HDFE groups                           F(   1,    233) =       6.09
Statistics robust to heteroskedasticity           Prob > F        =     0.0143
                                                  R-squared       =     0.8957
                                                  Adj R-squared   =     0.8386
                                                  Within R-sq.    =     0.0112
Number of clusters (district_fixed) =        234  Root MSE        =     8.7617

                       (Std. Err. adjusted for 234 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |  -.9594758   .3889306    -2.47   0.014    -1.725746   -.1932056
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           95              95              0     | 
 district_fixed |            0             234            234 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   233)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   233)
cum_lncount_ |      23.72    0.0000 |       26.54   0.0000 |       23.72

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=20.03    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.50
Kleibergen-Paap Wald rk F statistic                                23.72

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,233)=       6.09     P-val=0.0143
Anderson-Rubin Wald test           Chi-sq(1)=      6.81     P-val=0.0091
Stock-Wright LM S statistic        Chi-sq(1)=      5.44     P-val=0.0197

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        234
Number of observations               N  =        931
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    234          Number of obs =      931
                                                      F(  1,   233) =     4.91
                                                      Prob > F      =   0.0276
Total (centered) SS     =  46657.81725                Centered R2   =   0.8670
Total (uncentered) SS   =  46657.81725                Uncentered R2 =        .
Residual SS             =  58828.06247                Root MSE      =    9.894

-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   -6.23022   2.811266    -2.22   0.028    -11.76897   -.6
> 914706
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             20.031
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.502
                         (Kleibergen-Paap rk Wald F statistic):         23.724
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           95              95              0     | 
     district_fixed |            0             234            234 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =      13.86
Statistics robust to heteroskedasticity           Prob > F        =     0.0002
                                                  R-squared       =     0.7685
                                                  Adj R-squared   =     0.6245
                                                  Within R-sq.    =     0.1328
Number of clusters (district_fixed) =        232  Root MSE        =   104.9973

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   42.73507    11.4786     3.72   0.000     20.11893    65.35121
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       0.29
Statistics robust to heteroskedasticity           Prob > F        =     0.5876
                                                  R-squared       =     0.7406
                                                  Adj R-squared   =     0.5792
                                                  Within R-sq.    =     0.0004
Number of clusters (district_fixed) =        232  Root MSE        =     9.1506

                               (Std. Err. adjusted for 232 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0015861   .0029207    -0.54   0.588    -.0073406    .
> 0041684
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           89              89              0     | 
      district_fixed |            0             232            232 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       1.29
Statistics robust to heteroskedasticity           Prob > F        =     0.2575
                                                  R-squared       =     0.7412
                                                  Adj R-squared   =     0.5802
                                                  Within R-sq.    =     0.0029
Number of clusters (district_fixed) =        232  Root MSE        =     9.1391

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .5115685    .450662     1.14   0.257    -.3763649    1.399502
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   231)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   231)
cum_capacity |      13.86    0.0002 |       15.58   0.0001 |       13.86

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=10.51    P-val=0.0012

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     114.50
Kleibergen-Paap Wald rk F statistic                                13.86

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,231)=       1.29     P-val=0.2575
Anderson-Rubin Wald test           Chi-sq(1)=      1.45     P-val=0.2288
Stock-Wright LM S statistic        Chi-sq(1)=      1.45     P-val=0.2285

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        232
Number of observations               N  =        838
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    232          Number of obs =      838
                                                      F(  1,   231) =     1.03
                                                      Prob > F      =   0.3116
Total (centered) SS     =  43222.94284                Centered R2   =   0.7333
Total (uncentered) SS   =  43222.94284                Uncentered R2 =        .
Residual SS             =  44411.97166                Root MSE      =    9.277

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0119707   .0118043     1.01   0.312    -.0112872    .
> 0352286
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             10.505
                                                   Chi-sq(1) P-val =    0.0012
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              114.503
                         (Kleibergen-Paap rk Wald F statistic):         13.861
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           89              89              0     | 
      district_fixed |            0             232            232 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =      12.85
Statistics robust to heteroskedasticity           Prob > F        =     0.0004
                                                  R-squared       =     0.8317
                                                  Adj R-squared   =     0.7271
                                                  Within R-sq.    =     0.1395
Number of clusters (district_fixed) =        232  Root MSE        =    61.1979

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   25.63616   7.152712     3.58   0.000     11.54326    39.72905
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       0.52
Statistics robust to heteroskedasticity           Prob > F        =     0.4735
                                                  R-squared       =     0.7406
                                                  Adj R-squared   =     0.5793
                                                  Within R-sq.    =     0.0006
Number of clusters (district_fixed) =        232  Root MSE        =     9.1495

                            (Std. Err. adjusted for 232 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0034437   .0047965    -0.72   0.474    -.0128942    .006
> 0068
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           89              89              0     | 
   district_fixed |            0             232            232 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       1.29
Statistics robust to heteroskedasticity           Prob > F        =     0.2575
                                                  R-squared       =     0.7412
                                                  Adj R-squared   =     0.5802
                                                  Within R-sq.    =     0.0029
Number of clusters (district_fixed) =        232  Root MSE        =     9.1391

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .5115685    .450662     1.14   0.257    -.3763649    1.399502
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   231)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   231)
cum_count_tu |      12.85    0.0004 |       14.44   0.0001 |       12.85

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=9.72     P-val=0.0018

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     121.29
Kleibergen-Paap Wald rk F statistic                                12.85

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,231)=       1.29     P-val=0.2575
Anderson-Rubin Wald test           Chi-sq(1)=      1.45     P-val=0.2288
Stock-Wright LM S statistic        Chi-sq(1)=      1.45     P-val=0.2285

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        232
Number of observations               N  =        838
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    232          Number of obs =      838
                                                      F(  1,   231) =     1.02
                                                      Prob > F      =   0.3141
Total (centered) SS     =  43222.94284                Centered R2   =   0.7333
Total (uncentered) SS   =  43222.94284                Uncentered R2 =        .
Residual SS             =  44425.92518                Root MSE      =    9.279

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |    .019955     .01978     1.01   0.314    -.0190173    .058
> 9272
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              9.718
                                                   Chi-sq(1) P-val =    0.0018
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              121.294
                         (Kleibergen-Paap rk Wald F statistic):         12.846
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           89              89              0     | 
   district_fixed |            0             232            232 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =      16.17
Statistics robust to heteroskedasticity           Prob > F        =     0.0001
                                                  R-squared       =     0.8693
                                                  Adj R-squared   =     0.7880
                                                  Within R-sq.    =     0.0384
Number of clusters (district_fixed) =        232  Root MSE        =     0.7577

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1574769   .0391584     4.02   0.000     .0803237    .2346301
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       0.86
Statistics robust to heteroskedasticity           Prob > F        =     0.3544
                                                  R-squared       =     0.7409
                                                  Adj R-squared   =     0.5797
                                                  Within R-sq.    =     0.0017
Number of clusters (district_fixed) =        232  Root MSE        =     9.1448

                                 (Std. Err. adjusted for 232 clusters in distri
> ct_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.4822678   .5197529    -0.93   0.354     -1.50633   
>  .5417945
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           89              89              0     | 
        district_fixed |            0             232            232 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       1.29
Statistics robust to heteroskedasticity           Prob > F        =     0.2575
                                                  R-squared       =     0.7412
                                                  Adj R-squared   =     0.5802
                                                  Within R-sq.    =     0.0029
Number of clusters (district_fixed) =        232  Root MSE        =     9.1391

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .5115685    .450662     1.14   0.257    -.3763649    1.399502
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   231)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   231)
cum_lncapaci |      16.17    0.0001 |       18.18   0.0000 |       16.17

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=16.08    P-val=0.0001

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      29.86
Kleibergen-Paap Wald rk F statistic                                16.17

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,231)=       1.29     P-val=0.2575
Anderson-Rubin Wald test           Chi-sq(1)=      1.45     P-val=0.2288
Stock-Wright LM S statistic        Chi-sq(1)=      1.45     P-val=0.2285

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        232
Number of observations               N  =        838
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    232          Number of obs =      838
                                                      F(  1,   231) =     1.14
                                                      Prob > F      =   0.2864
Total (centered) SS     =  43222.94284                Centered R2   =   0.7152
Total (uncentered) SS   =  43222.94284                Uncentered R2 =        .
Residual SS             =  47438.98014                Root MSE      =    9.588

-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   3.248531   3.039891     1.07   0.286    -2.740926   
>  9.237988
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             16.083
                                                   Chi-sq(1) P-val =    0.0001
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               29.859
                         (Kleibergen-Paap rk Wald F statistic):         16.173
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |           89              89              0     | 
        district_fixed |            0             232            232 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =      18.36
Statistics robust to heteroskedasticity           Prob > F        =     0.0000
                                                  R-squared       =     0.8874
                                                  Adj R-squared   =     0.8173
                                                  Within R-sq.    =     0.0445
Number of clusters (district_fixed) =        232  Root MSE        =     0.6578

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1476064   .0344524     4.28   0.000     .0797254    .2154875
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       0.35
Statistics robust to heteroskedasticity           Prob > F        =     0.5560
                                                  R-squared       =     0.7406
                                                  Adj R-squared   =     0.5793
                                                  Within R-sq.    =     0.0007
Number of clusters (district_fixed) =        232  Root MSE        =     9.1493

                              (Std. Err. adjusted for 232 clusters in district_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.3483409   .5908203    -0.59   0.556    -1.512426    .8
> 157445
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           89              89              0     | 
     district_fixed |            0             232            232 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =        838
Absorbing 2 HDFE groups                           F(   1,    231) =       1.29
Statistics robust to heteroskedasticity           Prob > F        =     0.2575
                                                  R-squared       =     0.7412
                                                  Adj R-squared   =     0.5802
                                                  Within R-sq.    =     0.0029
Number of clusters (district_fixed) =        232  Root MSE        =     9.1391

                       (Std. Err. adjusted for 232 clusters in district_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .5115685    .450662     1.14   0.257    -.3763649    1.399502
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |           89              89              0     | 
 district_fixed |            0             232            232 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,   231)  P-val | SW Chi-sq(  1) P-val | SW F(  1,   231)
cum_lncount_ |      18.36    0.0000 |       20.63   0.0000 |       18.36

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=17.87    P-val=0.0000

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      34.80
Kleibergen-Paap Wald rk F statistic                                18.36

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,231)=       1.29     P-val=0.2575
Anderson-Rubin Wald test           Chi-sq(1)=      1.45     P-val=0.2288
Stock-Wright LM S statistic        Chi-sq(1)=      1.45     P-val=0.2285

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =        232
Number of observations               N  =        838
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    232          Number of obs =      838
                                                      F(  1,   231) =     1.18
                                                      Prob > F      =   0.2780
Total (centered) SS     =  43222.94284                Centered R2   =   0.7202
Total (uncentered) SS   =  43222.94284                Uncentered R2 =        .
Residual SS             =  46593.80674                Root MSE      =    9.503

-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |    3.46576   3.186961     1.09   0.278    -2.813467    9.
> 744987
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             17.866
                                                   Chi-sq(1) P-val =    0.0000
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               34.803
                         (Kleibergen-Paap rk Wald F statistic):         18.356
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |           89              89              0     | 
     district_fixed |            0             232            232 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)

. 
. 
. *-------------------- Export LaTeX tables - Drop California -----------------
> ---*
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

.                 
. ** Compare OLS and IV estimates
. * OLS
. esttab dem_capacity_ols_noCA dem_count_ols_noCA rep_capacity_ols_noCA rep_cou
> nt_ols_noCA ///
>                 inc_capacity_ols_noCA inc_count_ols_noCA using TableA8.tex, b
> ooktabs replace ///
>                 refcat(cum_capacity_turbine "\emph{Panel A: OLS}", nolabel) /
> //
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Republican Vote" "Incumbent Vote",
>  pattern(1 0 1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(
> \cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to TableA8.tex)

.                 
. * IV
. esttab dem_capacity_iv_noCA dem_count_iv_noCA rep_capacity_iv_noCA rep_count_
> iv_noCA ///
>                 inc_capacity_iv_noCA inc_count_iv_noCA using TableA8.tex, boo
> ktabs append ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "Districts
> " "\(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{Panel B: IV}", nolabel) //
> /
>                 width(\hsize)
(output written to TableA8.tex)

. 
. 
. *****************************************************************************
> **
. /*                                                         TABLE A14         
>                                                     */
. *****************************************************************************
> **
. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. use ACS_panel_balanceTest_recodeVar.dta, clear

. 
. ** Merge w/t election period panel
. drop cum_count_turbine-GEOid2 

. merge 1:1 state district year using election_district_panel.dta, update
(label _merge already defined)

    Result                           # of obs.
    -----------------------------------------
    not matched                         1,439
        from master                     1,152  (_merge==1)
        from using                        287  (_merge==2)

    matched                               857
        not updated                       857  (_merge==3)
        missing updated                     0  (_merge==4)
        nonmissing conflict                 0  (_merge==5)
    -----------------------------------------

. keep if _merge == 3
(1,439 observations deleted)

. 
. ** Create instrument and fixed effects
. gen t = year - 2003

. gen inter = t * mean_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. 
. gen cum_lncapacity_turbine = log(cum_capacity_turbine + 1)

. gen cum_lncount_turbine = log(cum_count_turbine +1 )

. 
. 
. ** Include balance variable as controls
. ** incumbent
. reghdfe incumbvotes pop white home_median (cum_capacity_turbine=inter), absor
> b(stateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 13 singleton observations)
(converged in 9 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    279          Number of obs =      765
                                                      F(  4,   278) =     1.94
                                                      Prob > F      =   0.1036
Total (centered) SS     =  34073.93398                Centered R2   =   0.7751
Total (uncentered) SS   =  34073.93398                Uncentered R2 =        .
Residual SS             =  35218.35682                Root MSE      =    9.234

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0243432    .015943     1.53   0.128    -.0070411    .
> 0557276
                 pop |   .0542771   .0308766     1.76   0.080    -.0065044    .
> 1150587
               white |  -7.255705   19.17384    -0.38   0.705    -45.00007    3
> 0.48866
         home_median |   .0150629   .0178649     0.84   0.400    -.0201048    .
> 0502306
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             10.763
                                                   Chi-sq(1) P-val =    0.0010
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               71.644
                         (Kleibergen-Paap rk Wald F statistic):         12.938
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           69              69              0     | 
      district_fixed |            0             279            279 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store inc_capacityB_iv

. 
. reghdfe incumbvotes pop white home_median (cum_count_turbine=inter), absorb(s
> tateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 13 singleton observations)
(converged in 9 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    279          Number of obs =      765
                                                      F(  4,   278) =     1.93
                                                      Prob > F      =   0.1050
Total (centered) SS     =  34073.93398                Centered R2   =   0.7751
Total (uncentered) SS   =  34073.93398                Uncentered R2 =        .
Residual SS             =  35221.55046                Root MSE      =    9.235

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0413532   .0273772     1.51   0.132    -.0125398    .095
> 2461
              pop |   .0546596   .0307737     1.78   0.077    -.0059196    .115
> 2387
            white |  -6.817301   19.19835    -0.36   0.723    -44.60991     30.
> 9753
      home_median |   .0149352    .017861     0.84   0.404    -.0202247    .050
> 0952
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              9.614
                                                   Chi-sq(1) P-val =    0.0019
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               75.156
                         (Kleibergen-Paap rk Wald F statistic):         11.488
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           69              69              0     | 
   district_fixed |            0             279            279 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store inc_countB_iv

. 
. ** dem
. reghdfe demvotesmajor pop white home_median (cum_capacity_turbine=inter), abs
> orb(stateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =      856
                                                      F(  4,   286) =     2.44
                                                      Prob > F      =   0.0470
Total (centered) SS     =  38572.69402                Centered R2   =   0.8988
Total (uncentered) SS   =  38572.69402                Uncentered R2 =        .
Residual SS             =  39772.85342                Root MSE      =        9

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0264587   .0139635     1.89   0.059    -.0010255    .
> 0539429
                 pop |  -.0142273   .0292576    -0.49   0.627    -.0718149    .
> 0433603
               white |  -28.09939   23.29763    -1.21   0.229    -73.95597    1
> 7.75719
         home_median |   .0320551   .0169104     1.90   0.059    -.0012295    .
> 0653396
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.490
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               85.209
                         (Kleibergen-Paap rk Wald F statistic):         14.131
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           74              74              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store dem_capacityB_iv

. 
. reghdfe demvotesmajor pop white home_median (cum_count_turbine=inter), absorb
> (stateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =      856
                                                      F(  4,   286) =     2.38
                                                      Prob > F      =   0.0518
Total (centered) SS     =  38572.69402                Centered R2   =   0.8990
Total (uncentered) SS   =  38572.69402                Uncentered R2 =        .
Residual SS             =  39668.79781                Root MSE      =    8.988

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0455632   .0244301     1.87   0.063    -.0025224    .093
> 6488
              pop |   -.014202   .0292099    -0.49   0.627    -.0716957    .043
> 2917
            white |  -27.82907   23.33588    -1.19   0.234    -73.76093    18.1
> 0279
      home_median |   .0319485   .0169317     1.89   0.060    -.0013779     .06
> 5275
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.527
                                                   Chi-sq(1) P-val =    0.0012
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               86.811
                         (Kleibergen-Paap rk Wald F statistic):         12.734
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           74              74              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store dem_countB_iv

. 
. ** rep
. reghdfe repvotesmajor pop white home_median (cum_capacity_turbine=inter), abs
> orb(stateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =      856
                                                      F(  4,   286) =     2.44
                                                      Prob > F      =   0.0470
Total (centered) SS     =  38572.69436                Centered R2   =   0.8988
Total (uncentered) SS   =  38572.69436                Uncentered R2 =        .
Residual SS             =  39772.85357                Root MSE      =        9

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0264587   .0139635    -1.89   0.059    -.0539429    .
> 0010255
                 pop |   .0142273   .0292576     0.49   0.627    -.0433603    .
> 0718149
               white |   28.09939   23.29764     1.21   0.229    -17.75719    7
> 3.95597
         home_median |  -.0320551   .0169104    -1.90   0.059    -.0653396    .
> 0012295
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.490
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               85.209
                         (Kleibergen-Paap rk Wald F statistic):         14.131
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           74              74              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store rep_capacityB_iv

. 
. reghdfe repvotesmajor pop white home_median (cum_count_turbine=inter), absorb
> (stateyear_fixed district_fixed) vce(cluster district_fixed) old
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =      856
                                                      F(  4,   286) =     2.38
                                                      Prob > F      =   0.0518
Total (centered) SS     =  38572.69436                Centered R2   =   0.8990
Total (uncentered) SS   =  38572.69436                Uncentered R2 =        .
Residual SS             =  39668.79795                Root MSE      =    8.988

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0455632   .0244301    -1.87   0.063    -.0936488    .002
> 5224
              pop |    .014202   .0292099     0.49   0.627    -.0432917    .071
> 6957
            white |   27.82907   23.33588     1.19   0.234    -18.10278    73.7
> 6093
      home_median |  -.0319485   .0169317    -1.89   0.060     -.065275    .001
> 3779
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.527
                                                   Chi-sq(1) P-val =    0.0012
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               86.811
                         (Kleibergen-Paap rk Wald F statistic):         12.734
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: pop white home_median
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           74              74              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. estimates store rep_countB_iv

. 
. 
. *--------------------- Export LaTeX regression tables -----------------------
> *
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. ** IV estimates only
. esttab dem_capacityB_iv dem_countB_iv rep_capacityB_iv rep_countB_iv ///
>                 inc_capacityB_iv inc_countB_iv using TableA14.tex, booktabs r
> eplace ///
>                 refcat(cum_capacity_turbine "\emph{Panel: IV}", nolabel) ///
>                 b(%9.3f) se noconstant nonotes legend star(* 0.10 ** 0.05 ***
>  0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count" pop "Total population (thousand)" white "Wh
> ite (\%)" home_median "Median gross rent (\textdollar)",  ///
>                 elist(cum_capacity_turbine \addlinespace  cum_count_turbine \
> addlinespace  pop \addlinespace  white \addlinespace)) ///
>                 varwidth(27) modelwidth(13) order(cum_capacity_turbine cum_co
> unt_turbine pop white home_median)  ///
>                 stats(N N_clust r2, labels("Observations" "Districts" "\(R^{2
> }\)") fmt(0 0 2)) ///
>                 mtitles("Model" "Model" "Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Republican Vote" "Incumbent Vote",
>  pattern(1 0 1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(
> \cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to TableA14.tex)

. 
. 
. *****************************************************************************
> **
. /*                                                              TABLE A16    
>                                                            */
. *****************************************************************************
> **
. 
. ** Load election district panel
. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. use election_district_panel.dta, clear

. 
. ** Create instrument and fixed effects
. gen t = year - 2004

. gen inter_median = t * median_wp

. gen inter_max = t * max_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. 
. ** Compare median and max zonal wind potential as IV
. foreach var in median max {
  2. 
. * incumbent
. reghdfe incumbvotes (cum_capacity_turbine=inter_`var'), absorb(stateyear_fixe
> d district_fixed) vce(cluster district_fixed) old
  3. estimates store inc_capacity_`var'_iv
  4. 
. reghdfe incumbvotes (cum_count_turbine=inter_`var'), absorb(stateyear_fixed d
> istrict_fixed) vce(cluster district_fixed) old
  5. estimates store inc_count_`var'_iv
  6. 
. ** dem
. reghdfe demvotesmajor (cum_capacity_turbine=inter_`var'), absorb(stateyear_fi
> xed district_fixed) vce(cluster district_fixed) old
  7. estimates store dem_capacity_`var'_iv
  8. 
. reghdfe demvotesmajor (cum_count_turbine=inter_`var'), absorb(stateyear_fixed
>  district_fixed) vce(cluster district_fixed) old
  9. estimates store dem_count_`var'_iv
 10. 
. ** rep
. reghdfe repvotesmajor (cum_capacity_turbine=inter_`var'), absorb(stateyear_fi
> xed district_fixed) vce(cluster district_fixed) old
 11. estimates store rep_capacity_`var'_iv
 12. 
. reghdfe repvotesmajor (cum_count_turbine=inter_`var'), absorb(stateyear_fixed
>  district_fixed) vce(cluster district_fixed) old
 13. estimates store rep_count_`var'_iv
 14. }
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     2.08
                                                      Prob > F      =   0.1504
Total (centered) SS     =  53332.46938                Centered R2   =   0.7184
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  57070.87916                Root MSE      =    9.306

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0220458   .0152889     1.44   0.150    -.0080482    .
> 0521398
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             10.365
                                                   Chi-sq(1) P-val =    0.0013
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               69.483
                         (Kleibergen-Paap rk Wald F statistic):         10.265
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     2.04
                                                      Prob > F      =   0.1540
Total (centered) SS     =  53332.46938                Centered R2   =   0.7181
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =   57116.4879                Root MSE      =     9.31

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0371666   .0260022     1.43   0.154    -.0140148    .088
> 3481
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              9.952
                                                   Chi-sq(1) P-val =    0.0016
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               71.372
                         (Kleibergen-Paap rk Wald F statistic):          9.898
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     4.28
                                                      Prob > F      =   0.0395
Total (centered) SS     =  63447.09059                Centered R2   =   0.8812
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  66488.09137                Root MSE      =    9.378

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0277663   .0134266     2.07   0.040     .0013389    .
> 0541938
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.450
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               86.562
                         (Kleibergen-Paap rk Wald F statistic):         11.960
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     4.18
                                                      Prob > F      =   0.0417
Total (centered) SS     =  63447.09059                Centered R2   =   0.8816
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  66289.04458                Root MSE      =    9.364

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0472563   .0231053     2.05   0.042     .0017782    .092
> 7344
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.951
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               87.532
                         (Kleibergen-Paap rk Wald F statistic):         11.441
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     4.28
                                                      Prob > F      =   0.0395
Total (centered) SS     =   63447.0914                Centered R2   =   0.8812
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  66488.09196                Root MSE      =    9.378

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0277663   .0134266    -2.07   0.040    -.0541938   -.
> 0013388
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.450
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               86.562
                         (Kleibergen-Paap rk Wald F statistic):         11.960
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     4.18
                                                      Prob > F      =   0.0417
Total (centered) SS     =   63447.0914                Centered R2   =   0.8816
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  66289.04516                Root MSE      =    9.364

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0472563   .0231053    -2.05   0.042    -.0927344   -.001
> 7782
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             10.951
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               87.532
                         (Kleibergen-Paap rk Wald F statistic):         11.441
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_median
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     1.36
                                                      Prob > F      =   0.2448
Total (centered) SS     =  53332.46938                Centered R2   =   0.7293
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  54862.13604                Root MSE      =    9.124

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0168526   .0144582    -1.17   0.245    -.0453114    .
> 0116062
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             13.064
                                                   Chi-sq(1) P-val =    0.0003
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               45.244
                         (Kleibergen-Paap rk Wald F statistic):         13.064
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     1.37
                                                      Prob > F      =   0.2427
Total (centered) SS     =  53332.46938                Centered R2   =   0.7303
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =   54641.1358                Root MSE      =    9.106

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0277183   .0236758    -1.17   0.243    -.0743206     .01
> 8884
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             13.439
                                                   Chi-sq(1) P-val =    0.0002
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               48.918
                         (Kleibergen-Paap rk Wald F statistic):         13.643
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.35
                                                      Prob > F      =   0.5533
Total (centered) SS     =  63447.09059                Centered R2   =   0.8870
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  63226.86184                Root MSE      =    9.145

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0093519   .0157562     0.59   0.553    -.0216609    .
> 0403648
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             15.328
                                                   Chi-sq(1) P-val =    0.0001
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               45.020
                         (Kleibergen-Paap rk Wald F statistic):         15.292
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.35
                                                      Prob > F      =   0.5525
Total (centered) SS     =  63447.09059                Centered R2   =   0.8872
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  63163.05667                Root MSE      =    9.141

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0154626    .026002     0.59   0.553     -.035717    .066
> 6422
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             15.379
                                                   Chi-sq(1) P-val =    0.0001
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               48.342
                         (Kleibergen-Paap rk Wald F statistic):         15.551
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.35
                                                      Prob > F      =   0.5533
Total (centered) SS     =   63447.0914                Centered R2   =   0.8870
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  63226.86255                Root MSE      =    9.145

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0093519   .0157562    -0.59   0.553    -.0403648    .
> 0216609
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             15.328
                                                   Chi-sq(1) P-val =    0.0001
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               45.020
                         (Kleibergen-Paap rk Wald F statistic):         15.292
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     0.35
                                                      Prob > F      =   0.5525
Total (centered) SS     =   63447.0914                Centered R2   =   0.8872
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  63163.05739                Root MSE      =    9.141

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0154626    .026002    -0.59   0.553    -.0666422     .03
> 5717
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             15.379
                                                   Chi-sq(1) P-val =    0.0001
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               48.342
                         (Kleibergen-Paap rk Wald F statistic):         15.551
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter_max
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. 
. 
. *--------------------- Export LaTeX regression tables -----------------------
> *
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. ** Median
. esttab dem_capacity_median_iv dem_count_median_iv rep_capacity_median_iv rep_
> count_median_iv ///
>                 inc_capacity_median_iv inc_count_median_iv using TableA16.tex
> , booktabs replace ///
>                 refcat(cum_capacity_turbine "\emph{IV: Median}", nolabel) ///
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Republican Vote" "Incumbent Vote",
>  pattern(1 0 1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(
> \cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to TableA16.tex)

. 
. ** Max
. esttab dem_capacity_max_iv dem_count_max_iv rep_capacity_max_iv rep_count_max
> _iv ///
>                 inc_capacity_max_iv inc_count_max_iv using TableA16.tex, book
> tabs append ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "Districts
> " "\(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(35) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{IV: Maximum}", nolabel) //
> /
>                 width(\hsize)
(output written to TableA16.tex)

.                 
.                 
. *****************************************************************************
> **
. /*                                                              FIGURE A3    
>                                                             */
. *****************************************************************************
> **
. 
. ** Load election district panel
. clear

. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. use election_district_panel.dta, clear

. 
. ** Create instrument and fixed effects
. gen t = year - 2004

. gen inter = t * mean_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. 
. tab stateyear_fixed, gen(d_sy)

group(state |
      year) |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |          8        0.70        0.70
          2 |          8        0.70        1.40
          3 |          8        0.70        2.10
          4 |          8        0.70        2.80
          5 |         53        4.63        7.43
          6 |         53        4.63       12.06
          7 |         53        4.63       16.70
          8 |         53        4.63       21.33
          9 |          7        0.61       21.94
         10 |          7        0.61       22.55
         11 |          7        0.61       23.16
         12 |          7        0.61       23.78
         13 |          2        0.17       23.95
         14 |          2        0.17       24.13
         15 |          2        0.17       24.30
         16 |          1        0.09       24.39
         17 |          2        0.17       24.56
         18 |          2        0.17       24.74
         19 |          2        0.17       24.91
         20 |          2        0.17       25.09
         21 |         19        1.66       26.75
         22 |         19        1.66       28.41
         23 |         18        1.57       29.98
         24 |         19        1.66       31.64
         25 |          9        0.79       32.43
         26 |          9        0.79       33.22
         27 |          9        0.79       34.00
         28 |          9        0.79       34.79
         29 |          4        0.35       35.14
         30 |          4        0.35       35.49
         31 |          4        0.35       35.84
         32 |          4        0.35       36.19
         33 |          8        0.70       36.89
         34 |          8        0.70       37.59
         35 |          8        0.70       38.29
         36 |          8        0.70       38.99
         37 |         10        0.87       39.86
         38 |         10        0.87       40.73
         39 |         10        0.87       41.61
         40 |         10        0.87       42.48
         41 |         15        1.31       43.79
         42 |         15        1.31       45.10
         43 |         15        1.31       46.42
         44 |         15        1.31       47.73
         45 |          8        0.70       48.43
         46 |          8        0.70       49.13
         47 |          8        0.70       49.83
         48 |          8        0.70       50.52
         49 |          9        0.79       51.31
         50 |          9        0.79       52.10
         51 |          9        0.79       52.88
         52 |          9        0.79       53.67
         53 |          3        0.26       53.93
         54 |          3        0.26       54.20
         55 |          3        0.26       54.46
         56 |          3        0.26       54.72
         57 |          2        0.17       54.90
         58 |          2        0.17       55.07
         59 |          2        0.17       55.24
         60 |          2        0.17       55.42
         61 |         13        1.14       56.56
         62 |         13        1.14       57.69
         63 |         13        1.14       58.83
         64 |         13        1.14       59.97
         65 |         29        2.53       62.50
         66 |         29        2.53       65.03
         67 |         28        2.45       67.48
         68 |         28        2.45       69.93
         69 |         13        1.14       71.07
         70 |         13        1.14       72.20
         71 |         13        1.14       73.34
         72 |         13        1.14       74.48
         73 |         18        1.57       76.05
         74 |         18        1.57       77.62
         75 |         18        1.57       79.20
         76 |         18        1.57       80.77
         77 |          5        0.44       81.21
         78 |          5        0.44       81.64
         79 |          5        0.44       82.08
         80 |          5        0.44       82.52
         81 |          5        0.44       82.95
         82 |          5        0.44       83.39
         83 |          5        0.44       83.83
         84 |          5        0.44       84.27
         85 |         19        1.66       85.93
         86 |         19        1.66       87.59
         87 |         19        1.66       89.25
         88 |         19        1.66       90.91
         89 |          9        0.79       91.70
         90 |          9        0.79       92.48
         91 |          9        0.79       93.27
         92 |          9        0.79       94.06
         93 |          9        0.79       94.84
         94 |          9        0.79       95.63
         95 |          9        0.79       96.42
         96 |          9        0.79       97.20
         97 |          8        0.70       97.90
         98 |          8        0.70       98.60
         99 |          8        0.70       99.30
        100 |          8        0.70      100.00
------------+-----------------------------------
      Total |      1,144      100.00

. tab district_fixed, gen(d_dist)

group(state |
  district) |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |          4        0.35        0.35
          2 |          4        0.35        0.70
          3 |          4        0.35        1.05
          4 |          4        0.35        1.40
          5 |          4        0.35        1.75
          6 |          4        0.35        2.10
          7 |          4        0.35        2.45
          8 |          4        0.35        2.80
          9 |          4        0.35        3.15
         10 |          4        0.35        3.50
         11 |          4        0.35        3.85
         12 |          4        0.35        4.20
         13 |          4        0.35        4.55
         14 |          4        0.35        4.90
         15 |          4        0.35        5.24
         16 |          4        0.35        5.59
         17 |          4        0.35        5.94
         18 |          4        0.35        6.29
         19 |          4        0.35        6.64
         20 |          4        0.35        6.99
         21 |          4        0.35        7.34
         22 |          4        0.35        7.69
         23 |          4        0.35        8.04
         24 |          4        0.35        8.39
         25 |          4        0.35        8.74
         26 |          4        0.35        9.09
         27 |          4        0.35        9.44
         28 |          4        0.35        9.79
         29 |          4        0.35       10.14
         30 |          4        0.35       10.49
         31 |          4        0.35       10.84
         32 |          4        0.35       11.19
         33 |          4        0.35       11.54
         34 |          4        0.35       11.89
         35 |          4        0.35       12.24
         36 |          4        0.35       12.59
         37 |          4        0.35       12.94
         38 |          4        0.35       13.29
         39 |          4        0.35       13.64
         40 |          4        0.35       13.99
         41 |          4        0.35       14.34
         42 |          4        0.35       14.69
         43 |          4        0.35       15.03
         44 |          4        0.35       15.38
         45 |          4        0.35       15.73
         46 |          4        0.35       16.08
         47 |          4        0.35       16.43
         48 |          4        0.35       16.78
         49 |          4        0.35       17.13
         50 |          4        0.35       17.48
         51 |          4        0.35       17.83
         52 |          4        0.35       18.18
         53 |          4        0.35       18.53
         54 |          4        0.35       18.88
         55 |          4        0.35       19.23
         56 |          4        0.35       19.58
         57 |          4        0.35       19.93
         58 |          4        0.35       20.28
         59 |          4        0.35       20.63
         60 |          4        0.35       20.98
         61 |          4        0.35       21.33
         62 |          4        0.35       21.68
         63 |          4        0.35       22.03
         64 |          4        0.35       22.38
         65 |          4        0.35       22.73
         66 |          4        0.35       23.08
         67 |          4        0.35       23.43
         68 |          4        0.35       23.78
         69 |          3        0.26       24.04
         70 |          4        0.35       24.39
         71 |          4        0.35       24.74
         72 |          4        0.35       25.09
         73 |          4        0.35       25.44
         74 |          4        0.35       25.79
         75 |          4        0.35       26.14
         76 |          4        0.35       26.49
         77 |          3        0.26       26.75
         78 |          4        0.35       27.10
         79 |          4        0.35       27.45
         80 |          4        0.35       27.80
         81 |          4        0.35       28.15
         82 |          4        0.35       28.50
         83 |          4        0.35       28.85
         84 |          4        0.35       29.20
         85 |          4        0.35       29.55
         86 |          4        0.35       29.90
         87 |          4        0.35       30.24
         88 |          4        0.35       30.59
         89 |          4        0.35       30.94
         90 |          4        0.35       31.29
         91 |          4        0.35       31.64
         92 |          4        0.35       31.99
         93 |          4        0.35       32.34
         94 |          4        0.35       32.69
         95 |          4        0.35       33.04
         96 |          4        0.35       33.39
         97 |          4        0.35       33.74
         98 |          4        0.35       34.09
         99 |          4        0.35       34.44
        100 |          4        0.35       34.79
        101 |          4        0.35       35.14
        102 |          4        0.35       35.49
        103 |          4        0.35       35.84
        104 |          4        0.35       36.19
        105 |          4        0.35       36.54
        106 |          4        0.35       36.89
        107 |          4        0.35       37.24
        108 |          4        0.35       37.59
        109 |          4        0.35       37.94
        110 |          4        0.35       38.29
        111 |          4        0.35       38.64
        112 |          4        0.35       38.99
        113 |          4        0.35       39.34
        114 |          4        0.35       39.69
        115 |          4        0.35       40.03
        116 |          4        0.35       40.38
        117 |          4        0.35       40.73
        118 |          4        0.35       41.08
        119 |          4        0.35       41.43
        120 |          4        0.35       41.78
        121 |          4        0.35       42.13
        122 |          4        0.35       42.48
        123 |          4        0.35       42.83
        124 |          4        0.35       43.18
        125 |          4        0.35       43.53
        126 |          4        0.35       43.88
        127 |          4        0.35       44.23
        128 |          4        0.35       44.58
        129 |          4        0.35       44.93
        130 |          4        0.35       45.28
        131 |          4        0.35       45.63
        132 |          4        0.35       45.98
        133 |          4        0.35       46.33
        134 |          4        0.35       46.68
        135 |          4        0.35       47.03
        136 |          4        0.35       47.38
        137 |          4        0.35       47.73
        138 |          4        0.35       48.08
        139 |          4        0.35       48.43
        140 |          4        0.35       48.78
        141 |          4        0.35       49.13
        142 |          4        0.35       49.48
        143 |          4        0.35       49.83
        144 |          4        0.35       50.17
        145 |          4        0.35       50.52
        146 |          4        0.35       50.87
        147 |          4        0.35       51.22
        148 |          4        0.35       51.57
        149 |          4        0.35       51.92
        150 |          4        0.35       52.27
        151 |          4        0.35       52.62
        152 |          4        0.35       52.97
        153 |          4        0.35       53.32
        154 |          4        0.35       53.67
        155 |          4        0.35       54.02
        156 |          4        0.35       54.37
        157 |          4        0.35       54.72
        158 |          4        0.35       55.07
        159 |          4        0.35       55.42
        160 |          4        0.35       55.77
        161 |          4        0.35       56.12
        162 |          4        0.35       56.47
        163 |          4        0.35       56.82
        164 |          4        0.35       57.17
        165 |          4        0.35       57.52
        166 |          4        0.35       57.87
        167 |          4        0.35       58.22
        168 |          4        0.35       58.57
        169 |          4        0.35       58.92
        170 |          4        0.35       59.27
        171 |          4        0.35       59.62
        172 |          4        0.35       59.97
        173 |          4        0.35       60.31
        174 |          4        0.35       60.66
        175 |          4        0.35       61.01
        176 |          4        0.35       61.36
        177 |          4        0.35       61.71
        178 |          4        0.35       62.06
        179 |          4        0.35       62.41
        180 |          4        0.35       62.76
        181 |          4        0.35       63.11
        182 |          4        0.35       63.46
        183 |          4        0.35       63.81
        184 |          4        0.35       64.16
        185 |          4        0.35       64.51
        186 |          4        0.35       64.86
        187 |          4        0.35       65.21
        188 |          4        0.35       65.56
        189 |          4        0.35       65.91
        190 |          4        0.35       66.26
        191 |          4        0.35       66.61
        192 |          3        0.26       66.87
        193 |          4        0.35       67.22
        194 |          4        0.35       67.57
        195 |          4        0.35       67.92
        196 |          4        0.35       68.27
        197 |          4        0.35       68.62
        198 |          3        0.26       68.88
        199 |          4        0.35       69.23
        200 |          4        0.35       69.58
        201 |          4        0.35       69.93
        202 |          4        0.35       70.28
        203 |          4        0.35       70.63
        204 |          4        0.35       70.98
        205 |          4        0.35       71.33
        206 |          4        0.35       71.68
        207 |          4        0.35       72.03
        208 |          4        0.35       72.38
        209 |          4        0.35       72.73
        210 |          4        0.35       73.08
        211 |          4        0.35       73.43
        212 |          4        0.35       73.78
        213 |          4        0.35       74.13
        214 |          4        0.35       74.48
        215 |          4        0.35       74.83
        216 |          4        0.35       75.17
        217 |          4        0.35       75.52
        218 |          4        0.35       75.87
        219 |          4        0.35       76.22
        220 |          4        0.35       76.57
        221 |          4        0.35       76.92
        222 |          4        0.35       77.27
        223 |          4        0.35       77.62
        224 |          4        0.35       77.97
        225 |          4        0.35       78.32
        226 |          4        0.35       78.67
        227 |          4        0.35       79.02
        228 |          4        0.35       79.37
        229 |          4        0.35       79.72
        230 |          4        0.35       80.07
        231 |          4        0.35       80.42
        232 |          4        0.35       80.77
        233 |          4        0.35       81.12
        234 |          4        0.35       81.47
        235 |          4        0.35       81.82
        236 |          4        0.35       82.17
        237 |          4        0.35       82.52
        238 |          4        0.35       82.87
        239 |          4        0.35       83.22
        240 |          4        0.35       83.57
        241 |          4        0.35       83.92
        242 |          4        0.35       84.27
        243 |          4        0.35       84.62
        244 |          4        0.35       84.97
        245 |          4        0.35       85.31
        246 |          4        0.35       85.66
        247 |          4        0.35       86.01
        248 |          4        0.35       86.36
        249 |          4        0.35       86.71
        250 |          4        0.35       87.06
        251 |          4        0.35       87.41
        252 |          4        0.35       87.76
        253 |          4        0.35       88.11
        254 |          4        0.35       88.46
        255 |          4        0.35       88.81
        256 |          4        0.35       89.16
        257 |          4        0.35       89.51
        258 |          4        0.35       89.86
        259 |          4        0.35       90.21
        260 |          4        0.35       90.56
        261 |          4        0.35       90.91
        262 |          4        0.35       91.26
        263 |          4        0.35       91.61
        264 |          4        0.35       91.96
        265 |          4        0.35       92.31
        266 |          4        0.35       92.66
        267 |          4        0.35       93.01
        268 |          4        0.35       93.36
        269 |          4        0.35       93.71
        270 |          4        0.35       94.06
        271 |          4        0.35       94.41
        272 |          4        0.35       94.76
        273 |          4        0.35       95.10
        274 |          4        0.35       95.45
        275 |          4        0.35       95.80
        276 |          4        0.35       96.15
        277 |          4        0.35       96.50
        278 |          4        0.35       96.85
        279 |          4        0.35       97.20
        280 |          4        0.35       97.55
        281 |          4        0.35       97.90
        282 |          4        0.35       98.25
        283 |          4        0.35       98.60
        284 |          4        0.35       98.95
        285 |          4        0.35       99.30
        286 |          4        0.35       99.65
        287 |          4        0.35      100.00
------------+-----------------------------------
      Total |      1,144      100.00

. 
. 
. ** Check theoretic bounds of gamma
. foreach y in dem rep incumb {
  2.         foreach x in capacity count {
  3.                 regress `y'votesmajorpercent d_sy* d_dist* inter cum_`x'_t
> urbine, vce(cluster district_fixed) 
  4.         }
  5. }
note: d_sy16 omitted because of collinearity
note: d_sy20 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy56 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist18 omitted because of collinearity
note: d_dist65 omitted because of collinearity
note: d_dist69 omitted because of collinearity
note: d_dist77 omitted because of collinearity
note: d_dist92 omitted because of collinearity
note: d_dist105 omitted because of collinearity
note: d_dist117 omitted because of collinearity
note: d_dist132 omitted because of collinearity
note: d_dist143 omitted because of collinearity
note: d_dist150 omitted because of collinearity
note: d_dist167 omitted because of collinearity
note: d_dist198 omitted because of collinearity
note: d_dist210 omitted because of collinearity
note: d_dist220 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist244 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist278 omitted because of collinearity
note: d_dist280 omitted because of collinearity

Linear regression                               Number of obs     =      1,144
                                                F(69, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.8881
                                                Root MSE          =      8.965

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
               d_sy1 |  -28.90805   6.026313    -4.80   0.000     -40.7696   -1
> 7.04649
               d_sy2 |  -21.17593    3.89005    -5.44   0.000    -28.83269   -1
> 3.51918
               d_sy3 |  -15.99007   2.933066    -5.45   0.000    -21.76321   -1
> 0.21694
               d_sy4 |  -25.32923   3.290872    -7.70   0.000    -31.80663   -1
> 8.85183
               d_sy5 |  -11.05237   4.786816    -2.31   0.022    -20.47423   -1
> .630509
               d_sy6 |  -10.78704   4.571665    -2.36   0.019    -19.78542   -1
> .788667
               d_sy7 |  -8.511517   3.442317    -2.47   0.014    -15.28701   -1
> .736028
               d_sy8 |  -19.05748   2.954194    -6.45   0.000     -24.8722   -1
> 3.24276
               d_sy9 |  -29.06933   4.312959    -6.74   0.000     -37.5585   -2
> 0.58017
              d_sy10 |  -23.04645   3.613894    -6.38   0.000    -30.15965   -1
> 5.93325
              d_sy11 |  -29.69483   3.129634    -9.49   0.000    -35.85486   -2
> 3.53479
              d_sy12 |  -41.27196   3.050655   -13.53   0.000    -47.27655   -3
> 5.26738
              d_sy13 |  -3.469988   3.955721    -0.88   0.381    -11.25601     
> 4.31603
              d_sy14 |  -5.101495   3.187285    -1.60   0.111    -11.37501    1
> .172017
              d_sy15 |   6.291366   1.697067     3.71   0.000      2.95104    9
> .631692
              d_sy16 |          0  (omitted)
              d_sy17 |    3.37105   9.418489     0.36   0.721     -15.1673     
> 21.9094
              d_sy18 |   12.10173   4.576989     2.64   0.009     3.092868    2
> 1.11058
              d_sy19 |   7.540381   1.421748     5.30   0.000     4.741964     
> 10.3388
              d_sy20 |          0  (omitted)
              d_sy21 |   6.608302   4.200036     1.57   0.117      -1.6586     
> 14.8752
              d_sy22 |   6.800236   2.837784     2.40   0.017     1.214644    1
> 2.38583
              d_sy23 |   6.672205   3.347303     1.99   0.047     .0837314    1
> 3.26068
              d_sy24 |  -6.299058   1.419067    -4.44   0.000    -9.092198   -3
> .505919
              d_sy25 |   -6.95297   4.070394    -1.71   0.089     -14.9647    1
> .058759
              d_sy26 |  -2.976023   2.816952    -1.06   0.292     -8.52061    2
> .568564
              d_sy27 |  -2.874492   1.911678    -1.50   0.134    -6.637236    .
> 8882514
              d_sy28 |  -18.34355   2.108033    -8.70   0.000    -22.49278   -1
> 4.19433
              d_sy29 |   13.79361   8.924507     1.55   0.123    -3.772438    3
> 1.35966
              d_sy30 |   19.39867   7.745467     2.50   0.013     4.153324    3
> 4.64402
              d_sy31 |    9.64571   6.790773     1.42   0.157    -3.720522    2
> 3.01194
              d_sy32 |          0  (omitted)
              d_sy33 |  -37.89828   3.845148    -9.86   0.000    -45.46666    -
> 30.3299
              d_sy34 |   -30.7976   4.591108    -6.71   0.000    -39.83425   -2
> 1.76096
              d_sy35 |  -34.42567   2.296674   -14.99   0.000     -38.9462   -2
> 9.90515
              d_sy36 |  -43.07324   2.055448   -20.96   0.000    -47.11897   -3
> 9.02752
              d_sy37 |   15.44222   6.386462     2.42   0.016     2.871795    2
> 8.01265
              d_sy38 |   19.04231   4.813122     3.96   0.000     9.568676    2
> 8.51595
              d_sy39 |   13.57129   5.039382     2.69   0.007     3.652309    2
> 3.49027
              d_sy40 |  -14.65956   3.300129    -4.44   0.000    -21.15518   -8
> .163936
              d_sy41 |  -42.51626    3.79644   -11.20   0.000    -49.98876   -3
> 5.04375
              d_sy42 |  -39.19898   2.949891   -13.29   0.000    -45.00523   -3
> 3.39273
              d_sy43 |  -44.02762   1.338159   -32.90   0.000    -46.66151   -4
> 1.39373
              d_sy44 |  -55.73753   2.273728   -24.51   0.000    -60.21289   -5
> 1.26216
              d_sy45 |  -25.98977   3.907198    -6.65   0.000    -33.68028   -1
> 8.29926
              d_sy46 |  -27.44648   2.017533   -13.60   0.000    -31.41757   -2
> 3.47538
              d_sy47 |  -27.51393   1.359689   -20.24   0.000    -30.19019   -2
> 4.83766
              d_sy48 |  -40.67844    2.77663   -14.65   0.000    -46.14366   -3
> 5.21322
              d_sy49 |  -10.64679    3.81678    -2.79   0.006    -18.15933   -3
> .134246
              d_sy50 |  -9.578436   2.838218    -3.37   0.001    -15.16488   -3
> .991991
              d_sy51 |  -8.922419   3.069113    -2.91   0.004    -14.96333   -2
> .881505
              d_sy52 |  -25.75519   3.794014    -6.79   0.000    -33.22293   -1
> 8.28746
              d_sy53 |   5.394229   4.767551     1.13   0.259     -3.98971    1
> 4.77817
              d_sy54 |   10.76838   4.406597     2.44   0.015     2.094901    1
> 9.44185
              d_sy55 |   9.475854   2.216984     4.27   0.000      5.11218    1
> 3.83953
              d_sy56 |          0  (omitted)
              d_sy57 |  -1.040867   3.450334    -0.30   0.763    -7.832136    5
> .750401
              d_sy58 |   10.86354   2.466923     4.40   0.000      6.00791    1
> 5.71916
              d_sy59 |   11.23577   1.144803     9.81   0.000     8.982464    1
> 3.48908
              d_sy60 |          0  (omitted)
              d_sy61 |   .0163906   4.375495     0.00   0.997    -8.595867    8
> .628648
              d_sy62 |   2.600141   3.610226     0.72   0.472    -4.505842    9
> .706124
              d_sy63 |  -1.789465   2.365822    -0.76   0.450    -6.446097    2
> .867167
              d_sy64 |  -11.68907   1.853342    -6.31   0.000    -15.33699   -8
> .041152
              d_sy65 |  -30.76296   3.711947    -8.29   0.000    -38.06916   -2
> 3.45676
              d_sy66 |  -24.04619   2.910725    -8.26   0.000    -29.77535   -1
> 8.31703
              d_sy67 |  -29.29786   1.926949   -15.20   0.000    -33.09066   -2
> 5.50506
              d_sy68 |  -38.91056   2.311652   -16.83   0.000    -43.46057   -3
> 4.36055
              d_sy69 |  -38.13706   4.302546    -8.86   0.000    -46.60573   -2
> 9.66839
              d_sy70 |  -34.41185   3.991703    -8.62   0.000    -42.26869   -2
> 6.55501
              d_sy71 |  -36.16664   2.627178   -13.77   0.000    -41.33769   -3
> 0.99558
              d_sy72 |  -47.19914   2.313496   -20.40   0.000    -51.75278    -
> 42.6455
              d_sy73 |   1.003982   6.292719     0.16   0.873    -11.38193     
> 13.3899
              d_sy74 |   1.208502    3.24633     0.37   0.710    -5.181228    7
> .598232
              d_sy75 |  -1.945823   2.155331    -0.90   0.367    -6.188146    2
> .296501
              d_sy76 |  -13.15113   1.422295    -9.25   0.000    -15.95062   -1
> 0.35164
              d_sy77 |  -5.886122   6.990543    -0.84   0.400    -19.64556    7
> .873317
              d_sy78 |   5.133645   4.801952     1.07   0.286    -4.318004    1
> 4.58529
              d_sy79 |  -1.810816   3.235689    -0.56   0.576    -8.179601    4
> .557969
              d_sy80 |  -21.65659   5.342285    -4.05   0.000    -32.17177   -1
> 1.14141
              d_sy81 |  -49.20148    6.11573    -8.05   0.000    -61.23903   -3
> 7.16393
              d_sy82 |  -49.59234   5.288247    -9.38   0.000    -60.00116   -3
> 9.18351
              d_sy83 |  -38.10795   8.001057    -4.76   0.000    -53.85638   -2
> 2.35952
              d_sy84 |   -61.3878   4.736801   -12.96   0.000    -70.71121   -5
> 2.06438
              d_sy85 |   17.24421   6.278699     2.75   0.006     4.885893    2
> 9.60254
              d_sy86 |   23.28742   3.626068     6.42   0.000     16.15025    3
> 0.42458
              d_sy87 |   19.71633   3.185246     6.19   0.000     13.44683    2
> 5.98583
              d_sy88 |   9.877353   2.520397     3.92   0.000     4.916474    1
> 4.83823
              d_sy89 |  -45.19603   4.921232    -9.18   0.000    -54.88246   -3
> 5.50961
              d_sy90 |  -40.41602   3.820453   -10.58   0.000    -47.93579   -3
> 2.89624
              d_sy91 |  -36.14266   5.608991    -6.44   0.000     -47.1828   -2
> 5.10252
              d_sy92 |  -60.28487   5.381588   -11.20   0.000    -70.87741   -4
> 9.69232
              d_sy93 |  -21.03806   3.768574    -5.58   0.000    -28.45571    -
> 13.6204
              d_sy94 |  -22.02001   2.580427    -8.53   0.000    -27.09905   -1
> 6.94098
              d_sy95 |  -26.81165   1.708007   -15.70   0.000    -30.17351   -2
> 3.44979
              d_sy96 |  -34.54576   2.942956   -11.74   0.000    -40.33836   -2
> 8.75316
              d_sy97 |  -33.46078   7.359835    -4.55   0.000    -47.94709   -1
> 8.97447
              d_sy98 |  -39.75832   4.816411    -8.25   0.000    -49.23843   -3
> 0.27821
              d_sy99 |  -38.52602   5.579963    -6.90   0.000    -49.50903   -2
> 7.54302
             d_sy100 |  -48.35991   3.230895   -14.97   0.000    -54.71926   -4
> 2.00056
             d_dist1 |  -2.895095   .1146206   -25.26   0.000    -3.120702   -2
> .669488
             d_dist2 |  -12.53357   .0468536  -267.50   0.000     -12.6258   -1
> 2.44135
             d_dist3 |  -17.62553   .3612299   -48.79   0.000    -18.33654   -1
> 6.91452
             d_dist4 |   25.29965   .6188492    40.88   0.000     24.08157    2
> 6.51773
             d_dist5 |  -1.819289   .2185993    -8.32   0.000    -2.249557   -1
> .389022
             d_dist6 |  -33.52371   .0525662  -637.74   0.000    -33.62717   -3
> 3.42024
             d_dist7 |   12.44248   .3718608    33.46   0.000     11.71055    1
> 3.17441
             d_dist8 |          0  (omitted)
             d_dist9 |   10.24106   2.646135     3.87   0.000     5.032686    1
> 5.44943
            d_dist10 |  -22.53721   2.569848    -8.77   0.000    -27.59543     
> -17.479
            d_dist11 |  -18.51681   2.653039    -6.98   0.000    -23.73877   -1
> 3.29485
            d_dist12 |  -18.63904   2.646623    -7.04   0.000    -23.84837   -1
> 3.42971
            d_dist13 |   15.62547    2.64661     5.90   0.000     10.41616    2
> 0.83477
            d_dist14 |   11.67866   2.656812     4.40   0.000     6.449276    1
> 6.90805
            d_dist15 |   18.57599   2.746743     6.76   0.000      13.1696    2
> 3.98239
            d_dist16 |   25.34594   2.744284     9.24   0.000     19.94438    3
> 0.74749
            d_dist17 |   29.19509   2.662467    10.97   0.000     23.95457     
> 34.4356
            d_dist18 |          0  (omitted)
            d_dist19 |  -10.94878   2.301623    -4.76   0.000    -15.47905   -6
> .418513
            d_dist20 |   16.48701   2.680195     6.15   0.000      11.2116    2
> 1.76242
            d_dist21 |   14.92488   2.654851     5.62   0.000     9.699358    2
> 0.15041
            d_dist22 |   13.72407    2.65057     5.18   0.000     8.506974    1
> 8.94117
            d_dist23 |   12.54093   2.673398     4.69   0.000     7.278897    1
> 7.80296
            d_dist24 |   14.18593   2.673398     5.31   0.000     8.923896    1
> 9.44796
            d_dist25 |   12.56021   2.648546     4.74   0.000     7.347099    1
> 7.77333
            d_dist26 |   12.80088    2.59424     4.93   0.000      7.69466    1
> 7.90711
            d_dist27 |  -33.51251   2.664177   -12.58   0.000    -38.75639   -2
> 8.26863
            d_dist28 |   10.46931   2.669319     3.92   0.000     5.215303    1
> 5.72331
            d_dist29 |  -37.37096   2.653281   -14.08   0.000    -42.59339   -3
> 2.14852
            d_dist30 |  -54.85936   2.089623   -26.25   0.000    -58.97235   -5
> 0.74636
            d_dist31 |   2.084388   2.867993     0.73   0.468    -3.560663    7
> .729439
            d_dist32 |  -22.34574   2.680213    -8.34   0.000    -27.62118   -1
> 7.07029
            d_dist33 |  -23.41761   2.739645    -8.55   0.000    -28.81004   -1
> 8.02519
            d_dist34 |  -19.40845    2.71124    -7.16   0.000    -24.74497   -1
> 4.07194
            d_dist35 |   5.783951   2.832458     2.04   0.042     .2088426    1
> 1.35906
            d_dist36 |   22.48732   2.645961     8.50   0.000     17.27929    2
> 7.69535
            d_dist37 |   9.777318   2.666679     3.67   0.000     4.528511    1
> 5.02613
            d_dist38 |   14.48311   3.021721     4.79   0.000      8.53548    2
> 0.43075
            d_dist39 |   31.68343   2.673398    11.85   0.000      26.4214    3
> 6.94546
            d_dist40 |   33.41812   2.672233    12.51   0.000     28.15838    3
> 8.67785
            d_dist41 |    9.08843   2.673398     3.40   0.001     3.826398    1
> 4.35046
            d_dist42 |   17.07843   2.673398     6.39   0.000      11.8164    2
> 2.34046
            d_dist43 |   28.10843   2.673398    10.51   0.000      22.8464    3
> 3.37046
            d_dist44 |    6.18521   2.656863     2.33   0.021     .9557243     
> 11.4147
            d_dist45 |   29.03593   2.673398    10.86   0.000      23.7739    3
> 4.29796
            d_dist46 |   27.78018    2.66772    10.41   0.000     22.52932    3
> 3.03103
            d_dist47 |    6.23593   2.673398     2.33   0.020      .973898    1
> 1.49796
            d_dist48 |  -26.12139   2.654993    -9.84   0.000     -31.3472   -2
> 0.89559
            d_dist49 |  -35.80788   2.418344   -14.81   0.000    -40.56789   -3
> 1.04787
            d_dist50 |   -35.1248   2.719957   -12.91   0.000    -40.47848   -2
> 9.77113
            d_dist51 |   2.674351   3.112439     0.86   0.391     -3.45184    8
> .800543
            d_dist52 |  -18.87201   2.661183    -7.09   0.000       -24.11   -1
> 3.63402
            d_dist53 |  -22.65544   2.379041    -9.52   0.000    -27.33809   -1
> 7.97279
            d_dist54 |  -21.15624   2.646619    -7.99   0.000    -26.36556   -1
> 5.94692
            d_dist55 |    4.01343   2.673398     1.50   0.134    -1.248602    9
> .275463
            d_dist56 |  -21.96169   2.650081    -8.29   0.000    -27.17783   -1
> 6.74556
            d_dist57 |  -24.78817   2.651187    -9.35   0.000    -30.00649   -1
> 9.56986
            d_dist58 |  -16.43407   2.673398    -6.15   0.000     -21.6961   -1
> 1.17204
            d_dist59 |   5.476489   2.717167     2.02   0.045     .1283067    1
> 0.82467
            d_dist60 |  -28.22994   2.679121   -10.54   0.000    -33.50323   -2
> 2.95664
            d_dist61 |   9.295027   2.666261     3.49   0.001     4.047043    1
> 4.54301
            d_dist62 |   38.44815   2.619773    14.68   0.000     33.29167    4
> 3.60463
            d_dist63 |   23.63294    2.42041     9.76   0.000     18.86886    2
> 8.39702
            d_dist64 |   13.75728   2.457285     5.60   0.000      8.92062    1
> 8.59393
            d_dist65 |          0  (omitted)
            d_dist66 |  -9.084751   2.289169    -3.97   0.000    -13.59051   -4
> .578995
            d_dist67 |  -6.584625   2.198859    -2.99   0.003    -10.91262   -2
> .256625
            d_dist68 |   11.60688   2.278578     5.09   0.000     7.121974    1
> 6.09179
            d_dist69 |          0  (omitted)
            d_dist70 |  -3.914888   .1822094   -21.49   0.000     -4.27353   -3
> .556246
            d_dist71 |  -35.52742   2.982768   -11.91   0.000    -41.39838   -2
> 9.65646
            d_dist72 |  -50.04809    3.02743   -16.53   0.000    -56.00696   -4
> 4.08922
            d_dist73 |   7.018904   .8071568     8.70   0.000     5.430183    8
> .607626
            d_dist74 |   13.10341   .8075129    16.23   0.000     11.51399    1
> 4.69283
            d_dist75 |  -1.789088   .8075129    -2.22   0.028     -3.37851   -.
> 1996656
            d_dist76 |   8.685911   .8075129    10.76   0.000     7.096488    1
> 0.27533
            d_dist77 |          0  (omitted)
            d_dist78 |  -34.75423   .8076276   -43.03   0.000    -36.34387   -3
> 3.16458
            d_dist79 |   7.715702   .8072397     9.56   0.000     6.126817    9
> .304586
            d_dist80 |  -24.65655   .9448958   -26.09   0.000    -26.51638   -2
> 2.79672
            d_dist81 |  -3.886309   .8126651    -4.78   0.000    -5.485873   -2
> .286746
            d_dist82 |  -33.27047   .8272454   -40.22   0.000    -34.89873   -3
> 1.64221
            d_dist83 |  -31.18436   1.127715   -27.65   0.000    -33.40403   -2
> 8.96469
            d_dist84 |   -.799762   .8078189    -0.99   0.323    -2.389787    .
> 7902625
            d_dist85 |  -38.25015    .808239   -47.33   0.000      -39.841    -
> 36.6593
            d_dist86 |  -34.81508   .9397116   -37.05   0.000    -36.66471   -3
> 2.96545
            d_dist87 |  -40.93494   1.182012   -34.63   0.000    -43.26148   -3
> 8.60839
            d_dist88 |  -44.90787   .8722908   -51.48   0.000    -46.62479   -4
> 3.19094
            d_dist89 |  -12.72404   .8957066   -14.21   0.000    -14.48705   -1
> 0.96103
            d_dist90 |  -46.55644   .9407411   -49.49   0.000     -48.4081   -4
> 4.70479
            d_dist91 |  -44.61296   .8141518   -54.80   0.000    -46.21545   -4
> 3.01047
            d_dist92 |          0  (omitted)
            d_dist93 |  -12.57799   .7620016   -16.51   0.000    -14.07783   -1
> 1.07815
            d_dist94 |  -29.18425   .7833505   -37.26   0.000    -30.72611   -2
> 7.64238
            d_dist95 |  -33.80483   .3655982   -92.46   0.000    -34.52444   -3
> 3.08523
            d_dist96 |   -36.7632   .7816619   -47.03   0.000    -38.30174   -3
> 5.22466
            d_dist97 |   -33.0371   .7657736   -43.14   0.000    -34.54436   -3
> 1.52983
            d_dist98 |  -7.499494   .7824808    -9.58   0.000    -9.039645   -5
> .959342
            d_dist99 |  -13.07023   .9009989   -14.51   0.000    -14.84366    -
> 11.2968
           d_dist100 |  -12.75678   1.325783    -9.62   0.000    -15.36631   -1
> 0.14725
           d_dist101 |  -77.01004    5.94542   -12.95   0.000    -88.71237   -6
> 5.30771
           d_dist102 |  -42.27689   5.145488    -8.22   0.000    -52.40472   -3
> 2.14906
           d_dist103 |   -30.0705    4.96214    -6.06   0.000    -39.83745   -2
> 0.30355
           d_dist104 |  -53.12128   5.368943    -9.89   0.000    -63.68893   -4
> 2.55362
           d_dist105 |          0  (omitted)
           d_dist106 |   32.90014   .3442188    95.58   0.000     32.22262    3
> 3.57767
           d_dist107 |   29.72462   .5541653    53.64   0.000     28.63386    3
> 0.81538
           d_dist108 |    46.3365   .4741918    97.72   0.000     45.40316    4
> 7.26985
           d_dist109 |   41.85631   .7166247    58.41   0.000     40.44578    4
> 3.26684
           d_dist110 |  -.7104166    .212697    -3.34   0.001    -1.129067   -.
> 2917667
           d_dist111 |   46.69671   .4061523   114.97   0.000     45.89729    4
> 7.49614
           d_dist112 |   39.24295   .1734378   226.27   0.000     38.90157    3
> 9.58432
           d_dist113 |   2.941279   .0957484    30.72   0.000     2.752818     
> 3.12974
           d_dist114 |   8.169542   .1318001    61.98   0.000     7.910121    8
> .428963
           d_dist115 |   .3155268   .5476913     0.58   0.565    -.7624904    1
> .393544
           d_dist116 |   .0235195   .5376989     0.04   0.965     -1.03483    1
> .081869
           d_dist117 |          0  (omitted)
           d_dist118 |   -16.1544   .9416959   -17.15   0.000    -18.00793   -1
> 4.30086
           d_dist119 |   -2.27272   .5555287    -4.09   0.000    -3.366163   -1
> .179276
           d_dist120 |   18.54747   .2594194    71.50   0.000     18.03686    1
> 9.05808
           d_dist121 |   5.426974   .6178992     8.78   0.000     4.210768    6
> .643181
           d_dist122 |  -13.62123   2.069569    -6.58   0.000    -17.69475   -9
> .547707
           d_dist123 |   33.62076   .5594846    60.09   0.000     32.51953    3
> 4.72199
           d_dist124 |   3.717159   .4256043     8.73   0.000     2.879445    4
> .554873
           d_dist125 |    6.61172   .3215454    20.56   0.000     5.978824    7
> .244615
           d_dist126 |   6.295181   .3119853    20.18   0.000     5.681102     
> 6.90926
           d_dist127 |   37.77342   .1944314   194.28   0.000     37.39072    3
> 8.15612
           d_dist128 |   7.314315   .2500109    29.26   0.000      6.82222     
> 7.80641
           d_dist129 |   17.18111   .3231839    53.16   0.000     16.54499    1
> 7.81723
           d_dist130 |   10.33266   .3026637    34.14   0.000     9.736925    1
> 0.92839
           d_dist131 |   19.76643   .4670822    42.32   0.000     18.84708    2
> 0.68579
           d_dist132 |          0  (omitted)
           d_dist133 |   14.39393   .4670822    30.82   0.000     13.47458    1
> 5.31329
           d_dist134 |   41.80893   .4670822    89.51   0.000     40.88958    4
> 2.72829
           d_dist135 |   56.60811   .4384418   129.11   0.000     55.74512    5
> 7.47109
           d_dist136 |   58.94893   .4670822   126.21   0.000     58.02958    5
> 9.86829
           d_dist137 |   47.33508   .3543092   133.60   0.000      46.6377    4
> 8.03247
           d_dist138 |   1.800226   3.236712     0.56   0.579    -4.570573    8
> .171024
           d_dist139 |  -5.075897   .0360216  -140.91   0.000    -5.146798   -5
> .004996
           d_dist140 |  -6.011029   .5267836   -11.41   0.000    -7.047894   -4
> .974165
           d_dist141 |   22.48744    .960008    23.42   0.000     20.59786    2
> 4.37702
           d_dist142 |   31.42962   1.442595    21.79   0.000     28.59017    3
> 4.26907
           d_dist143 |          0  (omitted)
           d_dist144 |   19.25483   .8481129    22.70   0.000      17.5855    2
> 0.92417
           d_dist145 |    18.5483   1.007113    18.42   0.000     16.56601     
> 20.5306
           d_dist146 |   21.60794    .184981   116.81   0.000     21.24384    2
> 1.97203
           d_dist147 |  -25.21565   .4939852   -51.05   0.000    -26.18796   -2
> 4.24334
           d_dist148 |   1.839962   .9850881     1.87   0.063    -.0989807    3
> .778904
           d_dist149 |   2.800531   .4079148     6.87   0.000     1.997635    3
> .603427
           d_dist150 |          0  (omitted)
           d_dist151 |  -25.95159   .4973481   -52.18   0.000    -26.93052   -2
> 4.97266
           d_dist152 |  -29.22448    .454103   -64.36   0.000    -30.11829   -2
> 8.33068
           d_dist153 |  -30.78976   .9228542   -33.36   0.000    -32.60621   -2
> 8.97331
           d_dist154 |  -29.40645   .5432753   -54.13   0.000    -30.47577   -2
> 8.33712
           d_dist155 |   -11.8604   1.499139    -7.91   0.000    -14.81114   -8
> .909651
           d_dist156 |  -40.68565   1.486459   -27.37   0.000    -43.61143   -3
> 7.75986
           d_dist157 |  -31.87018   1.427238   -22.33   0.000     -34.6794   -2
> 9.06096
           d_dist158 |   -31.8021   .7529541   -42.24   0.000    -33.28414   -3
> 0.32007
           d_dist159 |  -28.46852   .6129866   -46.44   0.000    -29.67506   -2
> 7.26198
           d_dist160 |   7.802366   .5682583    13.73   0.000     6.683867    8
> .920865
           d_dist161 |  -35.11569   .5849328   -60.03   0.000    -36.26701   -3
> 3.96437
           d_dist162 |  -26.41454   .6592187   -40.07   0.000    -27.71207     
> -25.117
           d_dist163 |  -38.46496   .5046586   -76.22   0.000    -39.45827   -3
> 7.47164
           d_dist164 |  -28.79594   .0801202  -359.41   0.000    -28.95364   -2
> 8.63824
           d_dist165 |  -5.623542   .7650073    -7.35   0.000    -7.129301   -4
> .117784
           d_dist166 |  -24.98276   .0590165  -423.32   0.000    -25.09892   -2
> 4.86659
           d_dist167 |          0  (omitted)
           d_dist168 |  -1.779214   .0204254   -87.11   0.000    -1.819417   -1
> .739011
           d_dist169 |   26.36756   .4850186    54.36   0.000      25.4129    2
> 7.32222
           d_dist170 |  -35.12061   .0441654  -795.21   0.000    -35.20754   -3
> 5.03368
           d_dist171 |  -9.364435   .4074091   -22.99   0.000    -10.16634   -8
> .562534
           d_dist172 |   7.193343   .6140021    11.72   0.000     5.984807    8
> .401879
           d_dist173 |   11.83315   .9614517    12.31   0.000     9.940734    1
> 3.72557
           d_dist174 |   21.37973   .6389971    33.46   0.000       20.122    2
> 2.63746
           d_dist175 |  -7.448164   .6256716   -11.90   0.000    -8.679669   -6
> .216659
           d_dist176 |   17.92489   .5929254    30.23   0.000     16.75784    1
> 9.09195
           d_dist177 |   33.96267   .6002663    56.58   0.000     32.78117    3
> 5.14417
           d_dist178 |   53.82364     .58929    91.34   0.000     52.66375    5
> 4.98354
           d_dist179 |   41.48386   1.081902    38.34   0.000     39.35436    4
> 3.61336
           d_dist180 |    38.2426   .7010082    54.55   0.000     36.86281    3
> 9.62239
           d_dist181 |   39.90453   .5888735    67.76   0.000     38.74546    4
> 1.06361
           d_dist182 |   51.04644   .7353345    69.42   0.000     49.59909    5
> 2.49379
           d_dist183 |   50.87598   .5866514    86.72   0.000     49.72128    5
> 2.03068
           d_dist184 |   49.29249   .7644241    64.48   0.000     47.78788     
> 50.7971
           d_dist185 |   7.270565   .8180418     8.89   0.000     5.660419    8
> .880712
           d_dist186 |   39.92822   1.227781    32.52   0.000     37.51159    4
> 2.34486
           d_dist187 |   50.92322   1.227781    41.48   0.000     48.50659    5
> 3.33985
           d_dist188 |   54.78822   1.227781    44.62   0.000     52.37159    5
> 7.20485
           d_dist189 |   36.27251   1.092077    33.21   0.000     34.12299    3
> 8.42204
           d_dist190 |    26.1745   .9630671    27.18   0.000     24.27891     
> 28.0701
           d_dist191 |   5.765394   .8745723     6.59   0.000     4.043979    7
> .486809
           d_dist192 |   2.849307   .9035027     3.15   0.002     1.070949    4
> .627666
           d_dist193 |    25.4245   .6547894    38.83   0.000     24.13569    2
> 6.71332
           d_dist194 |   30.16517   1.039104    29.03   0.000     28.11991    3
> 2.21044
           d_dist195 |  -6.396156   1.542554    -4.15   0.000    -9.432355   -3
> .359957
           d_dist196 |   5.743807   .8500851     6.76   0.000     4.070591    7
> .417024
           d_dist197 |  -4.071642   .5975006    -6.81   0.000    -5.247698   -2
> .895585
           d_dist198 |          0  (omitted)
           d_dist199 |   23.23628   .6155416    37.75   0.000     22.02471    2
> 4.44785
           d_dist200 |   27.98349   .8786477    31.85   0.000     26.25405    2
> 9.71292
           d_dist201 |   4.349986   .7145642     6.09   0.000     2.943514    5
> .756458
           d_dist202 |   40.31927     .17357   232.29   0.000     39.97763     
> 40.6609
           d_dist203 |   28.85948   .0406591   709.79   0.000     28.77945    2
> 8.93951
           d_dist204 |  -3.958114   .7139938    -5.54   0.000    -5.363463   -2
> .552764
           d_dist205 |    29.6975          .        .       .            .     
>       .
           d_dist206 |   6.880455   .1660243    41.44   0.000     6.553671     
> 7.20724
           d_dist207 |  -4.256071   .0051141  -832.22   0.000    -4.266137   -4
> .246005
           d_dist208 |   34.06863   .1669348   204.08   0.000     33.74005    3
> 4.39721
           d_dist209 |   18.33437   .0464847   394.42   0.000     18.24288    1
> 8.42587
           d_dist210 |          0  (omitted)
           d_dist211 |   3.343731   .1333962    25.07   0.000     3.081169    3
> .606294
           d_dist212 |   20.47222   .4516857    45.32   0.000     19.58317    2
> 1.36127
           d_dist213 |   34.92028   .0114172  3058.57   0.000     34.89781    3
> 4.94276
           d_dist214 |   28.26471   .0093727  3015.63   0.000     28.24626    2
> 8.28316
           d_dist215 |  -21.94913   .0492588  -445.59   0.000    -22.04609   -2
> 1.85218
           d_dist216 |  -28.68833   .0384944  -745.26   0.000     -28.7641   -2
> 8.61256
           d_dist217 |  -33.21732   .6570371   -50.56   0.000    -34.51056   -3
> 1.92408
           d_dist218 |  -36.03352   1.288373   -27.97   0.000    -38.56942   -3
> 3.49762
           d_dist219 |  -36.43369   1.239177   -29.40   0.000    -38.87275   -3
> 3.99462
           d_dist220 |          0  (omitted)
           d_dist221 |  -32.86868   .7974047   -41.22   0.000     -34.4382   -3
> 1.29915
           d_dist222 |  -38.36499   1.086729   -35.30   0.000    -40.50399   -3
> 6.22599
           d_dist223 |  -3.036102   1.467142    -2.07   0.039    -5.923867    -
> .148337
           d_dist224 |  -9.572022   .9167477   -10.44   0.000    -11.37645   -7
> .767594
           d_dist225 |   16.98536   1.014515    16.74   0.000      14.9885    1
> 8.98222
           d_dist226 |  -28.80727   .8013729   -35.95   0.000     -30.3846   -2
> 7.22993
           d_dist227 |  -8.028019   .7254317   -11.07   0.000    -9.455881   -6
> .600156
           d_dist228 |   -33.1694   .9197561   -36.06   0.000    -34.97975   -3
> 1.35905
           d_dist229 |  -25.12636   1.040013   -24.16   0.000    -27.17341   -2
> 3.07931
           d_dist230 |  -26.76481   .7863779   -34.04   0.000    -28.31263   -2
> 5.21698
           d_dist231 |   5.422175   .3650896    14.85   0.000     4.703571    6
> .140778
           d_dist232 |  -19.38609   .1506349  -128.70   0.000    -19.68258   -1
> 9.08959
           d_dist233 |   -41.5339   .6265879   -66.29   0.000    -42.76721   -4
> 0.30059
           d_dist234 |          0  (omitted)
           d_dist235 |  -53.46885   2.509876   -21.30   0.000    -58.40902   -4
> 8.52867
           d_dist236 |  -52.39576   .9453705   -55.42   0.000    -54.25652   -5
> 0.53499
           d_dist237 |  -31.90648   .4406895   -72.40   0.000    -32.77388   -3
> 1.03907
           d_dist238 |   47.07868   2.997341    15.71   0.000     41.17903    5
> 2.97832
           d_dist239 |          0  (omitted)
           d_dist240 |   51.58017   3.089888    16.69   0.000     45.49836    5
> 7.66197
           d_dist241 |   46.49855   3.004029    15.48   0.000     40.58574    5
> 2.41136
           d_dist242 |   31.26583   3.083731    10.14   0.000     25.19614    3
> 7.33552
           d_dist243 |   4.614205   .2359611    19.55   0.000     4.149764    5
> .078646
           d_dist244 |          0  (omitted)
           d_dist245 |  -45.68807   .6135008   -74.47   0.000    -46.89562   -4
> 4.48052
           d_dist246 |  -40.78897   .1381085  -295.34   0.000    -41.06081   -4
> 0.51713
           d_dist247 |  -62.49082   .4536728  -137.74   0.000    -63.38378   -6
> 1.59786
           d_dist248 |  -42.93513   .4666294   -92.01   0.000     -43.8536   -4
> 2.01667
           d_dist249 |  -39.67751   .3476228  -114.14   0.000    -40.36174   -3
> 8.99329
           d_dist250 |  -40.27054    .303979  -132.48   0.000    -40.86886   -3
> 9.67222
           d_dist251 |  -57.71035   .6272387   -92.01   0.000    -58.94494   -5
> 6.47576
           d_dist252 |  -51.77434   .3796017  -136.39   0.000     -52.5215   -5
> 1.02717
           d_dist253 |  -22.77755   .3755297   -60.65   0.000    -23.51671    -
> 22.0384
           d_dist254 |  -23.10819   .4516207   -51.17   0.000    -23.99711   -2
> 2.21927
           d_dist255 |  -28.67802   .2681684  -106.94   0.000    -29.20585   -2
> 8.15018
           d_dist256 |   2.975242   .2551148    11.66   0.000     2.473102    3
> .477383
           d_dist257 |  -47.86308    .368671  -129.83   0.000    -48.58873   -4
> 7.13743
           d_dist258 |  -53.12493   .8880662   -59.82   0.000    -54.87291   -5
> 1.37696
           d_dist259 |  -29.49571   .5097834   -57.86   0.000    -30.49911    -
> 28.4923
           d_dist260 |  -52.71321   .2336136  -225.64   0.000    -53.17303   -5
> 2.25339
           d_dist261 |  -67.81845   .7672744   -88.39   0.000    -69.32867   -6
> 6.30823
           d_dist262 |          0  (omitted)
           d_dist263 |  -6.499182   .0500374  -129.89   0.000     -6.59767   -6
> .400693
           d_dist264 |   5.988509   .1097617    54.56   0.000     5.772466    6
> .204552
           d_dist265 |   29.62365   .0455721   650.04   0.000     29.53395    2
> 9.71335
           d_dist266 |   40.24622    .067547   595.83   0.000     40.11327    4
> 0.37918
           d_dist267 |   39.83457   .0459972   866.02   0.000     39.74404    3
> 9.92511
           d_dist268 |  -3.813778    .067547   -56.46   0.000     -3.94673   -3
> .680826
           d_dist269 |   45.54357   .0235896  1930.66   0.000     45.49713     
>   45.59
           d_dist270 |   57.15829   .0234603  2436.38   0.000     57.11211    5
> 7.20446
           d_dist271 |   18.27499   .9031036    20.24   0.000     16.49741    2
> 0.05256
           d_dist272 |    13.5582   .2682553    50.54   0.000      13.0302    1
> 4.08621
           d_dist273 |   11.78805   .2713506    43.44   0.000     11.25395    1
> 2.32215
           d_dist274 |  -14.31704   2.338055    -6.12   0.000    -18.91902    -
> 9.71506
           d_dist275 |  -9.866068   1.338435    -7.37   0.000     -12.5005   -7
> .231636
           d_dist276 |   19.14926   .3920152    48.85   0.000     18.37766    1
> 9.92086
           d_dist277 |   40.28165   .5308493    75.88   0.000     39.23678    4
> 1.32652
           d_dist278 |          0  (omitted)
           d_dist279 |   16.89078   .9277236    18.21   0.000     15.06475    1
> 8.71681
           d_dist280 |          0  (omitted)
           d_dist281 |   30.55228   .1258448   242.78   0.000     30.30458    3
> 0.79998
           d_dist282 |   26.68984   .6672129    40.00   0.000     25.37657    2
> 8.00312
           d_dist283 |   44.78178   .3126402   143.24   0.000     44.16642    4
> 5.39715
           d_dist284 |  -9.649788   .0543773  -177.46   0.000    -9.756818   -9
> .542757
           d_dist285 |  -10.01165   .7306901   -13.70   0.000    -11.44987    -
> 8.57344
           d_dist286 |   35.63895    .922257    38.64   0.000     33.82368    3
> 7.45422
           d_dist287 |   12.70923   .8818227    14.41   0.000     10.97354    1
> 4.44492
               inter |   .8016646   .3703279     2.16   0.031     .0727506    1
> .530578
cum_capacity_turbine |    .003514   .0032233     1.09   0.277    -.0028304    .
> 0098584
               _cons |   69.27118   3.944296    17.56   0.000     61.50765    7
> 7.03471
-------------------------------------------------------------------------------
-------
note: d_sy16 omitted because of collinearity
note: d_sy20 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy53 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist18 omitted because of collinearity
note: d_dist65 omitted because of collinearity
note: d_dist69 omitted because of collinearity
note: d_dist77 omitted because of collinearity
note: d_dist94 omitted because of collinearity
note: d_dist105 omitted because of collinearity
note: d_dist117 omitted because of collinearity
note: d_dist132 omitted because of collinearity
note: d_dist138 omitted because of collinearity
note: d_dist151 omitted because of collinearity
note: d_dist167 omitted because of collinearity
note: d_dist198 omitted because of collinearity
note: d_dist210 omitted because of collinearity
note: d_dist220 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist244 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist274 omitted because of collinearity
note: d_dist280 omitted because of collinearity

Linear regression                               Number of obs     =      1,144
                                                F(70, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.8881
                                                Root MSE          =     8.9637

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
            d_sy1 |  -29.00913   6.036981    -4.81   0.000    -40.89168   -17.1
> 2658
            d_sy2 |  -21.23804   3.895938    -5.45   0.000    -28.90638   -13.5
> 6969
            d_sy3 |  -16.01319   2.932499    -5.46   0.000    -21.78521   -10.2
> 4117
            d_sy4 |  -25.30781   3.288788    -7.70   0.000    -31.78111   -18.8
> 3451
            d_sy5 |  -38.12473   26.13348    -1.46   0.146    -89.56307    13.3
> 1362
            d_sy6 |  -37.83089    25.9102    -1.46   0.145    -88.82977    13.1
> 6799
            d_sy7 |  -35.51346   25.36156    -1.40   0.163    -85.43244    14.4
> 0552
            d_sy8 |  -46.02063    24.9678    -1.84   0.066    -95.16458    3.12
> 3322
            d_sy9 |  -30.12818   4.794914    -6.28   0.000    -39.56598   -20.6
> 9038
           d_sy10 |  -24.05619   3.955777    -6.08   0.000    -31.84232   -16.2
> 7006
           d_sy11 |  -30.81816   3.773343    -8.17   0.000    -38.24521   -23.3
> 9112
           d_sy12 |  -42.33267   3.526686   -12.00   0.000    -49.27422   -35.3
> 9111
           d_sy13 |   -3.54079   3.966963    -0.89   0.373    -11.34894    4.26
> 7356
           d_sy14 |  -5.169212   3.200592    -1.62   0.107    -11.46892    1.13
> 0491
           d_sy15 |   6.265519   1.684872     3.72   0.000     2.949197    9.58
> 1841
           d_sy16 |          0  (omitted)
           d_sy17 |   3.314241   9.483565     0.35   0.727     -15.3522    21.9
> 8068
           d_sy18 |   12.05987    4.61566     2.61   0.009     2.974893    21.1
> 4484
           d_sy19 |   7.555243   1.396999     5.41   0.000     4.805539    10.3
> 0495
           d_sy20 |          0  (omitted)
           d_sy21 |   6.513914   4.211343     1.55   0.123    -1.775245    14.8
> 0307
           d_sy22 |   6.765684   2.840116     2.38   0.018     1.175503    12.3
> 5586
           d_sy23 |   6.671953   3.350311     1.99   0.047     .0775592    13.2
> 6635
           d_sy24 |  -6.271731   1.417411    -4.42   0.000    -9.061611   -3.48
> 1851
           d_sy25 |  -36.21162   3.766383    -9.61   0.000    -43.62496   -28.7
> 9827
           d_sy26 |  -32.17282   2.585356   -12.44   0.000    -37.26156   -27.0
> 8408
           d_sy27 |  -32.02349    1.80313   -17.76   0.000    -35.57258    -28.
> 4744
           d_sy28 |  -47.48489   2.047219   -23.19   0.000    -51.51441   -43.4
> 5536
           d_sy29 |    13.5412   8.977979     1.51   0.133     -4.13009     31.
> 2125
           d_sy30 |   19.17357   7.797701     2.46   0.015     3.825409    34.5
> 2173
           d_sy31 |   9.531993   6.822499     1.40   0.163    -3.896686    22.9
> 6067
           d_sy32 |          0  (omitted)
           d_sy33 |  -37.99426   3.856119    -9.85   0.000    -45.58423   -30.4
> 0428
           d_sy34 |  -30.84796   4.595534    -6.71   0.000    -39.89332    -21.
> 8026
           d_sy35 |  -34.43042   2.296195   -14.99   0.000       -38.95   -29.9
> 1083
           d_sy36 |   -43.0249   2.059443   -20.89   0.000    -47.07849   -38.9
> 7131
           d_sy37 |   15.31576   6.396617     2.39   0.017     2.725337    27.9
> 0617
           d_sy38 |   18.96831   4.816757     3.94   0.000     9.487524    28.4
> 4911
           d_sy39 |   13.54921   5.042786     2.69   0.008     3.623526    23.4
> 7489
           d_sy40 |  -14.63587   3.301087    -4.43   0.000    -21.13338   -8.13
> 8365
           d_sy41 |  -42.66204   3.817613   -11.18   0.000    -50.17622   -35.1
> 4786
           d_sy42 |  -39.28525   2.958255   -13.28   0.000    -45.10797   -33.4
> 6254
           d_sy43 |  -44.05927   1.340197   -32.88   0.000    -46.69718   -41.4
> 2137
           d_sy44 |   -55.7078   2.276135   -24.47   0.000     -60.1879    -51.
> 2277
           d_sy45 |  -25.57091    6.17821    -4.14   0.000    -37.73144   -13.4
> 1038
           d_sy46 |  -26.97102   4.493041    -6.00   0.000    -35.81465    -18.
> 1274
           d_sy47 |  -27.02012   3.946423    -6.85   0.000    -34.78784    -19.
> 2524
           d_sy48 |   -40.1399   4.796863    -8.37   0.000    -49.58153   -30.6
> 9827
           d_sy49 |  -36.69306   3.960006    -9.27   0.000    -44.48751    -28.
> 8986
           d_sy50 |  -35.57636   2.953684   -12.04   0.000    -41.39008   -29.7
> 6265
           d_sy51 |  -34.86694   3.126103   -11.15   0.000    -41.02002   -28.7
> 1385
           d_sy52 |  -51.66364   3.829928   -13.49   0.000    -59.20206   -44.1
> 2521
           d_sy53 |          0  (omitted)
           d_sy54 |   5.421472   5.542866     0.98   0.329    -5.488514    16.3
> 3146
           d_sy55 |   4.176275   4.421123     0.94   0.346    -4.525792    12.8
> 7834
           d_sy56 |  -5.252254   4.789071    -1.10   0.274    -14.67855    4.17
> 4043
           d_sy57 |  -1.171623   3.471741    -0.34   0.736    -8.005027    5.66
> 1781
           d_sy58 |   10.77666   2.481098     4.34   0.000     5.893133    15.6
> 6019
           d_sy59 |   11.19504   1.150628     9.73   0.000     8.930269    13.4
> 5981
           d_sy60 |          0  (omitted)
           d_sy61 |  -.1052923   4.390332    -0.02   0.981    -8.746753    8.53
> 6168
           d_sy62 |   2.520085   3.618059     0.70   0.487    -4.601315    9.64
> 1485
           d_sy63 |  -1.827363    2.36848    -0.77   0.441    -6.489226      2.
> 8345
           d_sy64 |  -11.68481    1.85136    -6.31   0.000    -15.32883   -8.04
> 0794
           d_sy65 |  -30.92223   3.733414    -8.28   0.000    -38.27069   -23.5
> 7378
           d_sy66 |  -24.16315   2.929329    -8.25   0.000    -29.92893   -18.3
> 9737
           d_sy67 |  -29.37695   1.941293   -15.13   0.000    -33.19798   -25.5
> 5591
           d_sy68 |   -38.9438   2.302468   -16.91   0.000    -43.47573   -34.4
> 1187
           d_sy69 |  -38.25049   4.315877    -8.86   0.000     -46.7454   -29.7
> 5558
           d_sy70 |  -34.49295   3.999026    -8.63   0.000    -42.36421    -26.
> 6217
           d_sy71 |  -36.21541   2.631405   -13.76   0.000    -41.39479   -31.0
> 3604
           d_sy72 |  -47.21608     2.3137   -20.41   0.000    -51.77012   -42.6
> 6204
           d_sy73 |   .8684202   6.307909     0.14   0.891    -11.54739    13.2
> 8424
           d_sy74 |   1.123462   3.255949     0.35   0.730    -5.285201    7.53
> 2125
           d_sy75 |  -1.980016   2.157391    -0.92   0.360    -6.226394    2.26
> 6363
           d_sy76 |  -13.13701   1.423232    -9.23   0.000    -15.93834   -10.3
> 3567
           d_sy77 |  -5.977141   6.979376    -0.86   0.392     -19.7146    7.76
> 0317
           d_sy78 |   5.047544   4.817526     1.05   0.296     -4.43476    14.5
> 2985
           d_sy79 |  -1.852181   3.253209    -0.57   0.570    -8.255451    4.55
> 1088
           d_sy80 |  -21.64255   5.344459    -4.05   0.000    -32.16201   -11.1
> 2309
           d_sy81 |  -50.95653   6.978262    -7.30   0.000     -64.6918   -37.2
> 2127
           d_sy82 |  -51.33019   6.225494    -8.25   0.000    -63.58379    -39.
> 0766
           d_sy83 |  -39.83573   8.448361    -4.72   0.000    -56.46458   -23.2
> 0688
           d_sy84 |  -63.05537   5.593044   -11.27   0.000    -74.06412   -52.0
> 4662
           d_sy85 |   17.12079   6.279421     2.73   0.007     4.761048    29.4
> 8053
           d_sy86 |   23.20318   3.639698     6.38   0.000     16.03919    30.3
> 6717
           d_sy87 |   19.67235   3.192396     6.16   0.000     13.38878    25.9
> 5592
           d_sy88 |   9.868746   2.520441     3.92   0.000     4.907779    14.8
> 2971
           d_sy89 |  -45.30236   4.931532    -9.19   0.000    -55.00906   -35.5
> 9566
           d_sy90 |   -40.4931   3.827555   -10.58   0.000    -48.02685   -32.9
> 5935
           d_sy91 |   -36.1905   5.610855    -6.45   0.000    -47.23431   -25.1
> 4669
           d_sy92 |  -60.30346   5.381646   -11.21   0.000    -70.89611    -49.
> 7108
           d_sy93 |  -35.53504   4.544862    -7.82   0.000    -44.48066   -26.5
> 8942
           d_sy94 |  -36.51765   3.589045   -10.17   0.000    -43.58194   -29.4
> 5336
           d_sy95 |  -41.24858   2.855735   -14.44   0.000    -46.86951   -35.6
> 2766
           d_sy96 |  -48.90747   3.972107   -12.31   0.000    -56.72574    -41.
> 0892
           d_sy97 |  -33.53751   7.361787    -4.56   0.000    -48.02767   -19.0
> 4736
           d_sy98 |  -39.78796   4.807841    -8.28   0.000     -49.2512   -30.3
> 2472
           d_sy99 |  -38.53713   5.575995    -6.91   0.000    -49.51233   -27.5
> 6194
          d_sy100 |   -48.3304   3.229555   -14.97   0.000    -54.68711   -41.9
> 7369
          d_dist1 |  -2.884998   .0969222   -29.77   0.000     -3.07577   -2.69
> 4227
          d_dist2 |  -12.53538   .0471334  -265.96   0.000    -12.62815   -12.4
> 4261
          d_dist3 |  -17.63945   .3633867   -48.54   0.000     -18.3547    -16.
> 9242
          d_dist4 |   25.27581   .6225442    40.60   0.000     24.05046    26.5
> 0116
          d_dist5 |  -1.827711   .2199045    -8.31   0.000    -2.260547   -1.39
> 4874
          d_dist6 |  -33.52573     .05288  -634.00   0.000    -33.62982   -33.4
> 2165
          d_dist7 |   12.42816   .3740811    33.22   0.000     11.69186    13.1
> 6446
          d_dist8 |          0  (omitted)
          d_dist9 |   37.20962   24.76452     1.50   0.134    -11.53421    85.9
> 5346
         d_dist10 |   4.452475   24.74645     0.18   0.857    -44.25579    53.1
> 6074
         d_dist11 |   8.460704   24.83642     0.34   0.734    -40.42465    57.3
> 4606
         d_dist12 |   8.333401   24.79538     0.34   0.737    -40.47119    57.1
> 3799
         d_dist13 |   42.59306   24.75686     1.72   0.086    -6.135694    91.3
> 2182
         d_dist14 |   38.65795   24.85088     1.56   0.121    -10.25588    87.5
> 7178
         d_dist15 |   45.57442   25.01208     1.82   0.069    -3.656687    94.8
> 0552
         d_dist16 |     52.344   25.00901     2.09   0.037     3.118945    101.
> 5691
         d_dist17 |   56.15366    24.6866     2.27   0.024     7.563199    104.
> 7441
         d_dist18 |          0  (omitted)
         d_dist19 |   8.275691   17.96641     0.46   0.645    -27.08746    43.6
> 3885
         d_dist20 |   43.47349   24.91042     1.75   0.082    -5.557525    92.5
> 0451
         d_dist21 |   41.88649   24.70995     1.70   0.091    -6.749943    90.5
> 2292
         d_dist22 |     40.688   24.72806     1.65   0.101    -7.984063    89.3
> 6007
         d_dist23 |    39.4962   24.66136     1.60   0.110      -9.0446    88.0
> 3699
         d_dist24 |   41.14119   24.66136     1.67   0.096    -7.399602    89.6
> 8199
         d_dist25 |   39.52564   24.73973     1.60   0.111    -9.169415    88.2
> 2069
         d_dist26 |   38.72548   23.83434     1.62   0.105    -8.187498    85.6
> 3845
         d_dist27 |  -6.554512   24.68218    -0.27   0.791    -55.13628    42.0
> 2725
         d_dist28 |   37.42571   24.67004     1.52   0.130    -11.13216    85.9
> 8359
         d_dist29 |  -10.40858   24.71593    -0.42   0.674    -59.05679    38.2
> 3962
         d_dist30 |  -54.90662   1.861103   -29.50   0.000    -58.56982   -51.2
> 4343
         d_dist31 |   29.09703   25.13765     1.16   0.248    -20.38123    78.5
> 7529
         d_dist32 |   4.640746   24.91046     0.19   0.852    -44.39034    53.6
> 7184
         d_dist33 |   3.545766   24.97617     0.14   0.887    -45.61465    52.7
> 0619
         d_dist34 |   7.584352   24.96384     0.30   0.761    -41.55181    56.7
> 2051
         d_dist35 |   32.79291   25.10464     1.31   0.193    -16.62039    82.2
> 0621
         d_dist36 |   49.45649   24.76928     2.00   0.047     .7032829    98.2
> 0969
         d_dist37 |   36.73452   24.67608     1.49   0.138    -11.83524    85.3
> 0427
         d_dist38 |   41.50935   25.26218     1.64   0.101    -8.214038    91.2
> 3274
         d_dist39 |    58.6387   24.66136     2.38   0.018      10.0979    107.
> 1795
         d_dist40 |    60.3737   24.66377     2.45   0.015     11.82816    108.
> 9192
         d_dist41 |    36.0437   24.66136     1.46   0.145     -12.4971    84.5
> 8449
         d_dist42 |    44.0337   24.66136     1.79   0.075      -4.5071    92.5
> 7449
         d_dist43 |    55.0637   24.66136     2.23   0.026     6.522901    103.
> 6045
         d_dist44 |   33.14592   24.70302     1.34   0.181    -15.47687    81.7
> 6871
         d_dist45 |    55.9912   24.66136     2.27   0.024       7.4504     104
> .532
         d_dist46 |   54.73706   24.67365     2.22   0.027     6.172073     103
> .302
         d_dist47 |    33.1912   24.66136     1.35   0.179     -15.3496    81.7
> 3199
         d_dist48 |   .8401418   24.70944     0.03   0.973    -47.79528    49.4
> 7556
         d_dist49 |   -17.6066   17.38062    -1.01   0.312    -51.81675    16.6
> 0355
         d_dist50 |  -8.130505   24.97658    -0.33   0.745    -57.29174    41.0
> 3073
         d_dist51 |   29.70751   25.32725     1.17   0.242    -20.14395    79.5
> 5896
         d_dist52 |   8.108979   24.86486     0.33   0.745    -40.83236    57.0
> 5032
         d_dist53 |  -3.775388   17.91148    -0.21   0.833    -39.03043    31.4
> 7965
         d_dist54 |   5.811346   24.75675     0.23   0.815    -42.91719    54.5
> 3988
         d_dist55 |    30.9687   24.66136     1.26   0.210     -17.5721    79.5
> 0949
         d_dist56 |   5.002561    24.7306     0.20   0.840     -43.6745    53.6
> 7963
         d_dist57 |   2.188298   24.82793     0.09   0.930    -46.68035    51.0
> 5695
         d_dist58 |   10.52119   24.66136     0.43   0.670     -38.0196    59.0
> 6199
         d_dist59 |   32.47032   24.97258     1.30   0.195    -16.68304    81.6
> 2368
         d_dist60 |  -1.217552   24.96822    -0.05   0.961    -50.36232    47.9
> 2722
         d_dist61 |   36.25236   24.67707     1.47   0.143    -12.31935    84.8
> 2406
         d_dist62 |   39.45944   3.080014    12.81   0.000     33.39706    45.5
> 2181
         d_dist63 |   24.65989   2.946553     8.37   0.000     18.86021    30.4
> 5957
         d_dist64 |   14.78097   2.970146     4.98   0.000     8.934855    20.6
> 2709
         d_dist65 |          0  (omitted)
         d_dist66 |  -8.043246   2.873948    -2.80   0.005    -13.70002   -2.38
> 6474
         d_dist67 |  -5.521677   2.853807    -1.93   0.054    -11.13881    .095
> 4523
         d_dist68 |   12.64501   2.865331     4.41   0.000     7.005203    18.2
> 8483
         d_dist69 |          0  (omitted)
         d_dist70 |  -4.202567   .3988759   -10.54   0.000    -4.987672   -3.41
> 7462
         d_dist71 |  -35.54723    3.02031   -11.77   0.000    -41.49209   -29.6
> 0237
         d_dist72 |  -50.14928   3.070681   -16.33   0.000    -56.19328   -44.1
> 0528
         d_dist73 |   7.022636   .8077753     8.69   0.000     5.432697    8.61
> 2574
         d_dist74 |   13.10662   .8081278    16.22   0.000     11.51599    14.6
> 9725
         d_dist75 |  -1.785882   .8081278    -2.21   0.028    -3.376514   -.195
> 2492
         d_dist76 |   8.689117   .8081278    10.75   0.000     7.098484    10.2
> 7975
         d_dist77 |          0  (omitted)
         d_dist78 |  -34.74875    .808277   -42.99   0.000    -36.33968   -33.1
> 5782
         d_dist79 |   7.720691   .8078777     9.56   0.000     6.130551    9.31
> 0831
         d_dist80 |  -24.63456   .9470499   -26.01   0.000    -26.49863   -22.7
> 7048
         d_dist81 |  -3.878348   .8134067    -4.77   0.000    -5.479371   -2.27
> 7325
         d_dist82 |  -33.25919   .8281944   -40.16   0.000    -34.88932   -31.6
> 2906
         d_dist83 |  -31.34366   1.173654   -26.71   0.000    -33.65375   -29.0
> 3356
         d_dist84 |  -.7968553   .8084328    -0.99   0.325    -2.388088    .794
> 3776
         d_dist85 |  -38.24417   .8089026   -47.28   0.000    -39.83633   -36.6
> 5201
         d_dist86 |  -35.07447   1.020275   -34.38   0.000    -37.08267   -33.0
> 6627
         d_dist87 |  -41.01121   1.176505   -34.86   0.000    -43.32692   -38.6
> 9551
         d_dist88 |  -44.91356   .8732708   -51.43   0.000    -46.63242   -43.1
> 9471
         d_dist89 |  -12.70919   .8970649   -14.17   0.000    -14.47488    -10.
> 9435
         d_dist90 |  -46.63893   .9565467   -48.76   0.000    -48.52169   -44.7
> 5617
         d_dist91 |  -44.60541   .8149089   -54.74   0.000    -46.20939   -43.0
> 0143
         d_dist92 |   29.06736   .8099559    35.89   0.000     27.47313    30.6
> 6159
         d_dist93 |   16.60343   .0737752   225.05   0.000     16.45822    16.7
> 4864
         d_dist94 |          0  (omitted)
         d_dist95 |   -4.69248   .5309507    -8.84   0.000    -5.737547   -3.64
> 7414
         d_dist96 |  -7.579154   .0051313 -1477.05   0.000    -7.589254   -7.56
> 9054
         d_dist97 |  -3.856445   .0539332   -71.50   0.000    -3.962601   -3.75
> 0288
         d_dist98 |   21.66145   .5248261    41.27   0.000     20.62844    22.6
> 9446
         d_dist99 |   16.08404   .7825725    20.55   0.000     14.54371    17.6
> 2437
        d_dist100 |   16.37497    1.37087    11.94   0.000     13.67669    19.0
> 7324
        d_dist101 |  -77.51927   6.005709   -12.91   0.000    -89.34026   -65.6
> 9827
        d_dist102 |  -42.13417   5.181258    -8.13   0.000    -52.33241   -31.9
> 3594
        d_dist103 |   -29.9394    4.99668    -5.99   0.000    -39.77433   -20.1
> 0446
        d_dist104 |  -53.05201   5.396869    -9.83   0.000    -63.67463   -42.4
> 2939
        d_dist105 |          0  (omitted)
        d_dist106 |   32.88688   .3462741    94.97   0.000     32.20531    33.5
> 6845
        d_dist107 |   29.70327   .5574742    53.28   0.000       28.606    30.8
> 0055
        d_dist108 |   46.31824   .4770231    97.10   0.000     45.37931    47.2
> 5716
        d_dist109 |    41.8287   .7209036    58.02   0.000     40.40975    43.2
> 4765
        d_dist110 |  -.7027005   .2051022    -3.43   0.001    -1.106402   -.298
> 9993
        d_dist111 |   46.68107   .4085774   114.25   0.000     45.87687    47.4
> 8527
        d_dist112 |   39.23626   .1744734   224.88   0.000     38.89285    39.5
> 7968
        d_dist113 |   2.942367   .0957259    30.74   0.000      2.75395    3.13
> 0783
        d_dist114 |   8.173046   .1321516    61.85   0.000     7.912933    8.43
> 3159
        d_dist115 |    .332241   .5498115     0.60   0.546    -.7499492    1.41
> 4431
        d_dist116 |   .0442345   .5409094     0.08   0.935    -1.020434    1.10
> 8903
        d_dist117 |          0  (omitted)
        d_dist118 |  -16.11925    .947009   -17.02   0.000    -17.98324   -14.2
> 5525
        d_dist119 |  -2.252892   .5584053    -4.03   0.000    -3.351997   -1.15
> 3786
        d_dist120 |   18.55295   .2597728    71.42   0.000     18.04164    19.0
> 6426
        d_dist121 |   5.446058    .620275     8.78   0.000     4.225175    6.66
> 6941
        d_dist122 |  -13.55672   2.077917    -6.52   0.000    -17.64667   -9.46
> 6767
        d_dist123 |   33.64618   .5603384    60.05   0.000     32.54327    34.7
> 4909
        d_dist124 |   3.755159   .4293526     8.75   0.000     2.910068    4.60
> 0251
        d_dist125 |     6.6544   .3294036    20.20   0.000     6.006037    7.30
> 2762
        d_dist126 |   6.339092   .3173487    19.98   0.000     5.714456    6.96
> 3727
        d_dist127 |   37.82453   .2173676   174.01   0.000     37.39668    38.2
> 5237
        d_dist128 |   7.360731   .2634382    27.94   0.000     6.842207    7.87
> 9254
        d_dist129 |   17.22371   .3309506    52.04   0.000     16.57231    17.8
> 7512
        d_dist130 |   10.37625   .3116676    33.29   0.000     9.762801    10.9
> 8971
        d_dist131 |   19.80267   .4698308    42.15   0.000      18.8779    20.7
> 2743
        d_dist132 |          0  (omitted)
        d_dist133 |   14.43016   .4698308    30.71   0.000      13.5054    15.3
> 5493
        d_dist134 |   41.84516   .4698308    89.06   0.000      40.9204    42.7
> 6993
        d_dist135 |   56.64556   .4418531   128.20   0.000     55.77586    57.5
> 1525
        d_dist136 |   58.98517   .4698308   125.55   0.000      58.0604    59.9
> 0993
        d_dist137 |   47.37623   .3605378   131.40   0.000     46.66659    48.0
> 8588
        d_dist138 |          0  (omitted)
        d_dist139 |  -5.545568   4.031317    -1.38   0.170    -13.48038    2.38
> 9245
        d_dist140 |   -6.50086   3.951027    -1.65   0.101    -14.27764    1.27
> 5919
        d_dist141 |   21.98385   3.926644     5.60   0.000     14.25506    29.7
> 1263
        d_dist142 |   30.90743   3.953244     7.82   0.000     23.12629    38.6
> 8858
        d_dist143 |  -.4739559   4.041975    -0.12   0.907    -8.429748    7.48
> 1836
        d_dist144 |   17.43441   2.294886     7.60   0.000      12.9174    21.9
> 5142
        d_dist145 |   18.05409   3.900478     4.63   0.000     10.37681    25.7
> 3138
        d_dist146 |   47.55679   .4340059   109.58   0.000     46.70254    48.4
> 1104
        d_dist147 |   .7212998   .5571326     1.29   0.196    -.3753006      1.
> 8179
        d_dist148 |   27.75799   .9497317    29.23   0.000     25.88864    29.6
> 2734
        d_dist149 |    28.7408   .5069389    56.69   0.000     27.74299     29.
> 7386
        d_dist150 |   25.95598   .4558273    56.94   0.000     25.05878    26.8
> 5318
        d_dist151 |          0  (omitted)
        d_dist152 |  -3.285998   .5327141    -6.17   0.000    -4.334536   -2.23
> 7461
        d_dist153 |  -4.869332   .8944339    -5.44   0.000     -6.62984   -3.10
> 8823
        d_dist154 |  -3.471399   .5896905    -5.89   0.000    -4.632083   -2.31
> 0715
        d_dist155 |  -6.581357   5.078489    -1.30   0.196    -16.57731    3.41
> 4599
        d_dist156 |  -35.40496   5.043088    -7.02   0.000    -45.33123   -25.4
> 7868
        d_dist157 |  -26.57081   4.651563    -5.71   0.000    -35.72645   -17.4
> 1517
        d_dist158 |  -31.78315   .7510324   -42.32   0.000     -33.2614    -30.
> 3049
        d_dist159 |  -28.44169   .6099497   -46.63   0.000    -29.64225   -27.2
> 4113
        d_dist160 |   7.824259   .5716513    13.69   0.000     6.699081    8.94
> 9436
        d_dist161 |  -35.09811    .587395   -59.75   0.000    -36.25428   -33.9
> 4194
        d_dist162 |  -26.38914   .6631548   -39.79   0.000    -27.69442   -25.0
> 8386
        d_dist163 |  -38.44551   .5076718   -75.73   0.000    -39.44476   -37.4
> 4627
        d_dist164 |  -28.79285   .0805986  -357.24   0.000    -28.95149   -28.6
> 3421
        d_dist165 |   -5.59407    .769575    -7.27   0.000    -7.108819   -4.07
> 9321
        d_dist166 |  -24.98048   .0593689  -420.77   0.000    -25.09734   -24.8
> 6363
        d_dist167 |          0  (omitted)
        d_dist168 |  -1.778427   .0205473   -86.55   0.000    -1.818871   -1.73
> 7984
        d_dist169 |   26.38625   .4879146    54.08   0.000     25.42589    27.3
> 4661
        d_dist170 |   -35.1189   .0444291  -790.45   0.000    -35.20635   -35.0
> 3146
        d_dist171 |  -9.348739   .4098417   -22.81   0.000    -10.15543   -8.54
> 2051
        d_dist172 |   7.216997   .6176682    11.68   0.000     6.001245    8.43
> 2749
        d_dist173 |   11.93615   .9819847    12.16   0.000     10.00332    13.8
> 6899
        d_dist174 |   21.46317   .6522145    32.91   0.000     20.17942    22.7
> 4692
        d_dist175 |  -7.366097   .6380917   -11.54   0.000    -8.622049   -6.11
> 0146
        d_dist176 |   18.00197   .6021018    29.90   0.000     16.81686    19.1
> 8708
        d_dist177 |   34.03133   .6035111    56.39   0.000     32.84345    35.2
> 1922
        d_dist178 |   53.89496   .5943659    90.68   0.000     52.72507    55.0
> 6484
        d_dist179 |   41.52247   1.076349    38.58   0.000     39.40389    43.6
> 4104
        d_dist180 |   38.30143   .6989394    54.80   0.000     36.92571    39.6
> 7715
        d_dist181 |   39.97601   .5940642    67.29   0.000     38.80672     41.
> 1453
        d_dist182 |   51.10298   .7324334    69.77   0.000     49.66133    52.5
> 4462
        d_dist183 |   50.94872   .5927443    85.95   0.000     49.78202    52.1
> 1541
        d_dist184 |   49.34723   .7609712    64.85   0.000     47.84941    50.8
> 4504
        d_dist185 |   7.322222   .8138295     9.00   0.000     5.720367    8.92
> 4077
        d_dist186 |    39.9603   1.222268    32.69   0.000     37.55452    42.3
> 6608
        d_dist187 |    50.9553   1.222268    41.69   0.000     48.54952    53.3
> 6108
        d_dist188 |    54.8203   1.222268    44.85   0.000     52.41452    57.2
> 2608
        d_dist189 |   36.31065   1.086516    33.42   0.000     34.17207    38.4
> 4924
        d_dist190 |   26.21871   .9577938    27.37   0.000     24.33349    28.1
> 0392
        d_dist191 |   5.814028   .8698131     6.68   0.000     4.101981    7.52
> 6076
        d_dist192 |   2.900649   .8972001     3.23   0.001     1.134696    4.66
> 6602
        d_dist193 |    25.4869   .6543261    38.95   0.000       24.199    26.7
> 7481
        d_dist194 |   30.20576   1.033612    29.22   0.000     28.17131    32.2
> 4021
        d_dist195 |  -6.632935   1.615884    -4.10   0.000    -9.813469   -3.45
> 2401
        d_dist196 |   5.791036   .8452778     6.85   0.000     4.127282    7.45
> 4791
        d_dist197 |  -4.008248   .6002674    -6.68   0.000     -5.18975   -2.82
> 6746
        d_dist198 |          0  (omitted)
        d_dist199 |   23.31716   .6272339    37.17   0.000     22.08257    24.5
> 5174
        d_dist200 |   28.08234   .8980939    31.27   0.000     26.31463    29.8
> 5005
        d_dist201 |    4.43537   .7034203     6.31   0.000     3.050832    5.81
> 9907
        d_dist202 |   40.32595   .1746064   230.95   0.000     39.98228    40.6
> 6963
        d_dist203 |   28.86105   .0409019   705.62   0.000     28.78054    28.9
> 4156
        d_dist204 |  -3.930607   .7182569    -5.47   0.000    -5.344347   -2.51
> 6866
        d_dist205 |    29.6975   1.19e-07  2.5e+08   0.000      29.6975     29.
> 6975
        d_dist206 |   6.885278   .1665788    41.33   0.000     6.557402    7.21
> 3154
        d_dist207 |  -4.255874   .0051447  -827.24   0.000       -4.266   -4.24
> 5747
        d_dist208 |   34.07506   .1679315   202.91   0.000     33.74452     34.
> 4056
        d_dist209 |   18.33616   .0467623   392.11   0.000     18.24412    18.4
> 2821
        d_dist210 |          0  (omitted)
        d_dist211 |    3.34887   .1341927    24.96   0.000      3.08474    3.61
> 3001
        d_dist212 |   20.48962   .4543826    45.09   0.000     19.59526    21.3
> 8398
        d_dist213 |   34.92072   .0114854  3040.45   0.000     34.89812    34.9
> 4333
        d_dist214 |   28.26507   .0094287  2997.77   0.000     28.24651    28.2
> 8363
        d_dist215 |  -21.94724   .0495529  -442.91   0.000    -22.04477    -21.
> 8497
        d_dist216 |  -28.68685   .0387242  -740.80   0.000    -28.76307   -28.6
> 1063
        d_dist217 |  -33.19201   .6609601   -50.22   0.000    -34.49297   -31.8
> 9104
        d_dist218 |  -35.99095   1.294109   -27.81   0.000    -38.53814   -33.4
> 4377
        d_dist219 |  -36.38696   1.246641   -29.19   0.000    -38.84072   -33.9
> 3321
        d_dist220 |          0  (omitted)
        d_dist221 |  -32.83796   .8021658   -40.94   0.000    -34.41685   -31.2
> 5906
        d_dist222 |  -38.32312   1.093217   -35.06   0.000     -40.4749   -36.1
> 7135
        d_dist223 |  -2.981171   1.475455    -2.02   0.044    -5.885299    -.07
> 7043
        d_dist224 |  -9.536704   .9222214   -10.34   0.000    -11.35191   -7.72
> 1502
        d_dist225 |   17.02006   1.019353    16.70   0.000     15.01367    19.0
> 2644
        d_dist226 |  -28.77639   .8061577   -35.70   0.000    -30.36315   -27.1
> 8964
        d_dist227 |  -8.001645   .7293224   -10.97   0.000    -9.437165   -6.56
> 6125
        d_dist228 |   -33.1351   .9249382   -35.82   0.000    -34.95565   -31.3
> 1455
        d_dist229 |   -25.0863   1.046223   -23.98   0.000    -27.14557   -23.0
> 2702
        d_dist230 |  -26.73451   .7910732   -33.80   0.000    -28.29158   -25.1
> 7745
        d_dist231 |    5.43624   .3672694    14.80   0.000     4.713346    6.15
> 9134
        d_dist232 |  -19.38028   .1515343  -127.89   0.000    -19.67855   -19.0
> 8202
        d_dist233 |  -41.50976   .6303292   -65.85   0.000    -42.75043   -40.2
> 6909
        d_dist234 |          0  (omitted)
        d_dist235 |  -53.70772   2.534809   -21.19   0.000    -58.69697   -48.7
> 1847
        d_dist236 |  -52.42066   .9463454   -55.39   0.000    -54.28334   -50.5
> 5797
        d_dist237 |   -31.8895   .4433208   -71.93   0.000    -32.76209   -31.0
> 1692
        d_dist238 |   48.75833   4.117287    11.84   0.000      40.6543    56.8
> 6235
        d_dist239 |          0  (omitted)
        d_dist240 |   53.27367   4.221835    12.62   0.000     44.96386    61.5
> 8348
        d_dist241 |   48.17945   4.125513    11.68   0.000     40.05923    56.2
> 9967
        d_dist242 |   32.95857   4.215294     7.82   0.000     24.66163     41.
> 2555
        d_dist243 |   4.623296     .23737    19.48   0.000     4.156082    5.09
> 0509
        d_dist244 |          0  (omitted)
        d_dist245 |  -45.66444   .6171639   -73.99   0.000     -46.8792   -44.4
> 4968
        d_dist246 |  -40.78365   .1389331  -293.55   0.000    -41.05711   -40.5
> 1019
        d_dist247 |  -62.48228    .454705  -137.41   0.000    -63.37728   -61.5
> 8729
        d_dist248 |  -42.91715   .4694156   -91.43   0.000     -43.8411   -41.9
> 9321
        d_dist249 |  -39.66412   .3496984  -113.42   0.000    -40.35243   -38.9
> 7581
        d_dist250 |  -40.25883    .305794  -131.65   0.000    -40.86072   -39.6
> 5693
        d_dist251 |  -57.76602   .6335461   -91.18   0.000    -59.01303   -56.5
> 1902
        d_dist252 |  -51.83298   .3924665  -132.07   0.000    -52.60547   -51.0
> 6049
        d_dist253 |  -22.75859    .378681   -60.10   0.000    -23.50394   -22.0
> 1323
        d_dist254 |  -23.06699   .4482083   -51.46   0.000     -23.9492   -22.1
> 8478
        d_dist255 |  -28.66769   .2697696  -106.27   0.000    -29.19867    -28.
> 1367
        d_dist256 |   2.985071    .256638    11.63   0.000     2.479932     3.4
> 9021
        d_dist257 |  -47.84888   .3708723  -129.02   0.000    -48.57886   -47.1
> 1889
        d_dist258 |  -53.09072   .8933687   -59.43   0.000    -54.84913   -51.3
> 3231
        d_dist259 |  -29.46828   .5136461   -57.37   0.000    -30.47928   -28.4
> 5727
        d_dist260 |  -52.70421   .2350085  -224.27   0.000    -53.16678   -52.2
> 4165
        d_dist261 |  -67.78889   .7718556   -87.83   0.000    -69.30813   -66.2
> 6965
        d_dist262 |          0  (omitted)
        d_dist263 |  -6.501109   .0503362  -129.15   0.000    -6.600186   -6.40
> 2033
        d_dist264 |   5.969298   .1164345    51.27   0.000     5.740121    6.19
> 8476
        d_dist265 |    29.6219   .0458442   646.14   0.000     29.53166    29.7
> 1213
        d_dist266 |   40.24362   .0679503   592.25   0.000     40.10988    40.3
> 7737
        d_dist267 |    39.8328   .0462719   860.84   0.000     39.74172    39.9
> 2388
        d_dist268 |   -3.81638   .0679503   -56.16   0.000    -3.950127   -3.68
> 2634
        d_dist269 |   45.54266   .0237305  1919.16   0.000     45.49595    45.5
> 8937
        d_dist270 |   57.15738   .0236004  2421.88   0.000     57.11093    57.2
> 0383
        d_dist271 |   32.66341   2.190402    14.91   0.000     28.35205    36.9
> 7476
        d_dist272 |   27.97108   2.167213    12.91   0.000     23.70537    32.2
> 3679
        d_dist273 |   26.20015    2.16426    12.11   0.000     21.94025    30.4
> 6005
        d_dist274 |          0  (omitted)
        d_dist275 |   3.321573   .4902794     6.77   0.000     2.356559    4.28
> 6587
        d_dist276 |   33.55671   2.154351    15.58   0.000     29.31632    37.7
> 9711
        d_dist277 |   54.68441   2.153993    25.39   0.000     50.44472     58.
> 9241
        d_dist278 |   14.42321   2.213431     6.52   0.000     10.06653    18.7
> 7989
        d_dist279 |   31.27825   2.195042    14.25   0.000     26.95777    35.5
> 9874
        d_dist280 |          0  (omitted)
        d_dist281 |   30.54586   .1270449   240.43   0.000     30.29579    30.7
> 9592
        d_dist282 |   26.63801    .678828    39.24   0.000     25.30187    27.9
> 7414
        d_dist283 |   44.76974   .3145069   142.35   0.000      44.1507    45.3
> 8878
        d_dist284 |  -9.651883   .0547019  -176.44   0.000    -9.759552   -9.54
> 4213
        d_dist285 |  -10.16719   .7976863   -12.75   0.000    -11.73727   -8.59
> 7112
        d_dist286 |   35.60342   .9277637    38.38   0.000     33.77731    37.4
> 2953
        d_dist287 |    12.5374   .9387691    13.36   0.000     10.68962    14.3
> 8517
            inter |   .7873975   .3725391     2.11   0.035     .0541314    1.52
> 0664
cum_count_turbine |   .0066504   .0055473     1.20   0.232    -.0042683     .01
> 7569
            _cons |   69.37904   3.957522    17.53   0.000     61.58948     77.
> 1686
-------------------------------------------------------------------------------
----
note: d_sy16 omitted because of collinearity
note: d_sy20 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy56 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist18 omitted because of collinearity
note: d_dist65 omitted because of collinearity
note: d_dist69 omitted because of collinearity
note: d_dist77 omitted because of collinearity
note: d_dist92 omitted because of collinearity
note: d_dist105 omitted because of collinearity
note: d_dist117 omitted because of collinearity
note: d_dist132 omitted because of collinearity
note: d_dist143 omitted because of collinearity
note: d_dist150 omitted because of collinearity
note: d_dist167 omitted because of collinearity
note: d_dist198 omitted because of collinearity
note: d_dist210 omitted because of collinearity
note: d_dist220 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist244 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist278 omitted because of collinearity
note: d_dist280 omitted because of collinearity

Linear regression                               Number of obs     =      1,144
                                                F(69, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.8881
                                                Root MSE          =      8.965

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
               d_sy1 |   28.90805   6.026313     4.80   0.000      17.0465     
> 40.7696
               d_sy2 |   21.17594    3.89005     5.44   0.000     13.51918     
> 28.8327
               d_sy3 |   15.99008   2.933066     5.45   0.000     10.21694    2
> 1.76321
               d_sy4 |   25.32923   3.290872     7.70   0.000     18.85183    3
> 1.80664
               d_sy5 |   11.05237   4.786816     2.31   0.022     1.630514    2
> 0.47423
               d_sy6 |   10.78705   4.571665     2.36   0.019     1.788671    1
> 9.78543
               d_sy7 |   8.511521   3.442317     2.47   0.014     1.736032    1
> 5.28701
               d_sy8 |   19.05748   2.954194     6.45   0.000     13.24276     
> 24.8722
               d_sy9 |   29.06934   4.312959     6.74   0.000     20.58017    3
> 7.55851
              d_sy10 |   23.04646   3.613894     6.38   0.000     15.93325    3
> 0.15966
              d_sy11 |   29.69483   3.129635     9.49   0.000     23.53479    3
> 5.85487
              d_sy12 |   41.27197   3.050655    13.53   0.000     35.26738    4
> 7.27655
              d_sy13 |    3.46999   3.955721     0.88   0.381    -4.316029    1
> 1.25601
              d_sy14 |   5.101497   3.187285     1.60   0.111    -1.172015    1
> 1.37501
              d_sy15 |  -6.291363   1.697068    -3.71   0.000     -9.63169   -2
> .951036
              d_sy16 |          0  (omitted)
              d_sy17 |  -3.371049   9.418491    -0.36   0.721     -21.9094     
> 15.1673
              d_sy18 |  -12.10172   4.576988    -2.64   0.009    -21.11058   -3
> .092869
              d_sy19 |  -7.540381   1.421748    -5.30   0.000     -10.3388   -4
> .741964
              d_sy20 |          0  (omitted)
              d_sy21 |  -6.608298   4.200036    -1.57   0.117     -14.8752    1
> .658604
              d_sy22 |  -6.800232   2.837784    -2.40   0.017    -12.38582   -1
> .214641
              d_sy23 |    -6.6722   3.347303    -1.99   0.047    -13.26067   -.
> 0837266
              d_sy24 |   6.299063   1.419066     4.44   0.000     3.505924    9
> .092202
              d_sy25 |   6.952975   4.070394     1.71   0.089    -1.058755     
> 14.9647
              d_sy26 |   2.976028   2.816952     1.06   0.292    -2.568559    8
> .520615
              d_sy27 |   2.874497   1.911679     1.50   0.134    -.8882471    6
> .637241
              d_sy28 |   18.34356   2.108033     8.70   0.000     14.19433    2
> 2.49279
              d_sy29 |  -13.79361   8.924507    -1.55   0.123    -31.35966    3
> .772439
              d_sy30 |  -19.39867   7.745466    -2.50   0.013    -34.64402   -4
> .153322
              d_sy31 |  -9.645709   6.790773    -1.42   0.157    -23.01194    3
> .720523
              d_sy32 |          0  (omitted)
              d_sy33 |   37.89829   3.845148     9.86   0.000     30.32991    4
> 5.46666
              d_sy34 |   30.79761   4.591108     6.71   0.000     21.76096    3
> 9.83425
              d_sy35 |   34.42568   2.296674    14.99   0.000     29.90515     
> 38.9462
              d_sy36 |   43.07324   2.055448    20.96   0.000     39.02752    4
> 7.11897
              d_sy37 |  -15.44222   6.386461    -2.42   0.016    -28.01265   -2
> .871793
              d_sy38 |  -19.04231   4.813122    -3.96   0.000    -28.51594   -9
> .568673
              d_sy39 |  -13.57129   5.039382    -2.69   0.007    -23.49027   -3
> .652306
              d_sy40 |   14.65956   3.300129     4.44   0.000     8.163939    2
> 1.15518
              d_sy41 |   42.51626    3.79644    11.20   0.000     35.04375    4
> 9.98877
              d_sy42 |   39.19899   2.949891    13.29   0.000     33.39274    4
> 5.00524
              d_sy43 |   44.02763   1.338159    32.90   0.000     41.39374    4
> 6.66152
              d_sy44 |   55.73753   2.273727    24.51   0.000     51.26217    6
> 0.21289
              d_sy45 |   25.98978   3.907198     6.65   0.000     18.29927    3
> 3.68029
              d_sy46 |   27.44648   2.017533    13.60   0.000     23.47539    3
> 1.41758
              d_sy47 |   27.51393    1.35969    20.24   0.000     24.83766     
> 30.1902
              d_sy48 |   40.67845   2.776629    14.65   0.000     35.21323    4
> 6.14367
              d_sy49 |   10.64679    3.81678     2.79   0.006     3.134251    1
> 8.15934
              d_sy50 |   9.578441   2.838218     3.37   0.001     3.991995    1
> 5.16489
              d_sy51 |   8.922424   3.069113     2.91   0.004      2.88151    1
> 4.96334
              d_sy52 |    25.7552   3.794013     6.79   0.000     18.28747    3
> 3.22293
              d_sy53 |   -5.39423   4.767552    -1.13   0.259    -14.77817    3
> .989711
              d_sy54 |  -10.76837   4.406597    -2.44   0.015    -19.44185   -2
> .094899
              d_sy55 |  -9.475855   2.216984    -4.27   0.000    -13.83953   -5
> .112181
              d_sy56 |          0  (omitted)
              d_sy57 |   1.040868   3.450334     0.30   0.763    -5.750401    7
> .832137
              d_sy58 |  -10.86354   2.466923    -4.40   0.000    -15.71916    -
> 6.00791
              d_sy59 |  -11.23577   1.144803    -9.81   0.000    -13.48908   -8
> .982464
              d_sy60 |          0  (omitted)
              d_sy61 |  -.0163872   4.375495    -0.00   0.997    -8.628645    8
> .595871
              d_sy62 |  -2.600137   3.610226    -0.72   0.472     -9.70612    4
> .505846
              d_sy63 |   1.789469   2.365822     0.76   0.450    -2.867163    6
> .446102
              d_sy64 |   11.68908   1.853342     6.31   0.000     8.041155     
>  15.337
              d_sy65 |   30.76297   3.711947     8.29   0.000     23.45677    3
> 8.06917
              d_sy66 |   24.04619   2.910725     8.26   0.000     18.31703    2
> 9.77535
              d_sy67 |   29.29786   1.926949    15.20   0.000     25.50506    3
> 3.09066
              d_sy68 |   38.91057   2.311652    16.83   0.000     34.36056    4
> 3.46058
              d_sy69 |   38.13706   4.302546     8.86   0.000     29.66839    4
> 6.60574
              d_sy70 |   34.41185   3.991703     8.62   0.000     26.55501    4
> 2.26869
              d_sy71 |   36.16664   2.627178    13.77   0.000     30.99558     
> 41.3377
              d_sy72 |   47.19915   2.313496    20.40   0.000     42.64551    5
> 1.75279
              d_sy73 |  -1.003977   6.292719    -0.16   0.873    -13.38989    1
> 1.38194
              d_sy74 |  -1.208497    3.24633    -0.37   0.710    -7.598228    5
> .181233
              d_sy75 |   1.945827   2.155331     0.90   0.367    -2.296496    6
> .188151
              d_sy76 |   13.15113   1.422295     9.25   0.000     10.35164    1
> 5.95063
              d_sy77 |   5.886126   6.990543     0.84   0.400    -7.873313    1
> 9.64556
              d_sy78 |  -5.133641   4.801952    -1.07   0.286    -14.58529    4
> .318008
              d_sy79 |    1.81082   3.235689     0.56   0.576    -4.557965    8
> .179605
              d_sy80 |   21.65659   5.342285     4.05   0.000     11.14141    3
> 2.17178
              d_sy81 |   49.20149    6.11573     8.05   0.000     37.16394    6
> 1.23904
              d_sy82 |   49.59234   5.288247     9.38   0.000     39.18352    6
> 0.00116
              d_sy83 |   38.10795   8.001057     4.76   0.000     22.35953    5
> 3.85638
              d_sy84 |    61.3878   4.736801    12.96   0.000     52.06439    7
> 0.71122
              d_sy85 |  -17.24421   6.278699    -2.75   0.006    -29.60253   -4
> .885889
              d_sy86 |  -23.28741   3.626068    -6.42   0.000    -30.42458   -1
> 6.15025
              d_sy87 |  -19.71632   3.185246    -6.19   0.000    -25.98582   -1
> 3.44683
              d_sy88 |  -9.877349   2.520397    -3.92   0.000    -14.83823   -4
> .916469
              d_sy89 |   45.19604   4.921232     9.18   0.000     35.50961    5
> 4.88246
              d_sy90 |   40.41602   3.820453    10.58   0.000     32.89625    4
> 7.93579
              d_sy91 |   36.14267   5.608991     6.44   0.000     25.10253    4
> 7.18281
              d_sy92 |   60.28487   5.381588    11.20   0.000     49.69233    7
> 0.87741
              d_sy93 |   21.03806   3.768574     5.58   0.000      13.6204    2
> 8.45572
              d_sy94 |   22.02002   2.580427     8.53   0.000     16.94098    2
> 7.09906
              d_sy95 |   26.81165   1.708007    15.70   0.000     23.44979    3
> 0.17351
              d_sy96 |   34.54576   2.942956    11.74   0.000     28.75316    4
> 0.33837
              d_sy97 |   33.46078   7.359835     4.55   0.000     18.97447     
> 47.9471
              d_sy98 |   39.75833   4.816411     8.25   0.000     30.27822    4
> 9.23844
              d_sy99 |   38.52603   5.579963     6.90   0.000     27.54302    4
> 9.50903
             d_sy100 |   48.35991   3.230896    14.97   0.000     42.00056    5
> 4.71926
             d_dist1 |   2.895095   .1146206    25.26   0.000     2.669488    3
> .120702
             d_dist2 |   12.53357   .0468536   267.50   0.000     12.44135    1
> 2.62579
             d_dist3 |   17.62553   .3612299    48.79   0.000     16.91452    1
> 8.33654
             d_dist4 |  -25.29965   .6188492   -40.88   0.000    -26.51773   -2
> 4.08157
             d_dist5 |   1.819289   .2185993     8.32   0.000     1.389022    2
> .249557
             d_dist6 |   33.52371   .0525662   637.74   0.000     33.42024    3
> 3.62717
             d_dist7 |  -12.44248   .3718608   -33.46   0.000    -13.17441   -1
> 1.71055
             d_dist8 |          0  (omitted)
             d_dist9 |  -10.24106   2.646135    -3.87   0.000    -15.44943   -5
> .032687
            d_dist10 |   22.53721   2.569848     8.77   0.000       17.479    2
> 7.59543
            d_dist11 |   18.51681   2.653039     6.98   0.000     13.29485    2
> 3.73877
            d_dist12 |   18.63904   2.646624     7.04   0.000     13.42971    2
> 3.84837
            d_dist13 |  -15.62547    2.64661    -5.90   0.000    -20.83477   -1
> 0.41616
            d_dist14 |  -11.67866   2.656812    -4.40   0.000    -16.90805   -6
> .449276
            d_dist15 |  -18.57599   2.746743    -6.76   0.000    -23.98239    -
> 13.1696
            d_dist16 |  -25.34594   2.744284    -9.24   0.000    -30.74749   -1
> 9.94438
            d_dist17 |  -29.19509   2.662467   -10.97   0.000     -34.4356   -2
> 3.95457
            d_dist18 |          0  (omitted)
            d_dist19 |   10.94878   2.301623     4.76   0.000     6.418513    1
> 5.47905
            d_dist20 |  -16.48701   2.680195    -6.15   0.000    -21.76242    -
> 11.2116
            d_dist21 |  -14.92488   2.654852    -5.62   0.000    -20.15041   -9
> .699357
            d_dist22 |  -13.72407    2.65057    -5.18   0.000    -18.94117   -8
> .506976
            d_dist23 |  -12.54093   2.673399    -4.69   0.000    -17.80296   -7
> .278898
            d_dist24 |  -14.18593   2.673399    -5.31   0.000    -19.44796   -8
> .923897
            d_dist25 |  -12.56021   2.648546    -4.74   0.000    -17.77333   -7
> .347099
            d_dist26 |  -12.80089    2.59424    -4.93   0.000    -17.90711    -
> 7.69466
            d_dist27 |   33.51251   2.664177    12.58   0.000     28.26863    3
> 8.75639
            d_dist28 |  -10.46931    2.66932    -3.92   0.000    -15.72331   -5
> .215302
            d_dist29 |   37.37096   2.653281    14.08   0.000     32.14852    4
> 2.59339
            d_dist30 |   54.85935   2.089623    26.25   0.000     50.74636    5
> 8.97235
            d_dist31 |  -2.084389   2.867993    -0.73   0.468     -7.72944    3
> .560662
            d_dist32 |   22.34574   2.680213     8.34   0.000     17.07029    2
> 7.62118
            d_dist33 |   23.41761   2.739645     8.55   0.000     18.02518    2
> 8.81004
            d_dist34 |   19.40845   2.711241     7.16   0.000     14.07194    2
> 4.74497
            d_dist35 |  -5.783952   2.832458    -2.04   0.042    -11.35906   -.
> 2088433
            d_dist36 |  -22.48732   2.645961    -8.50   0.000    -27.69535   -1
> 7.27929
            d_dist37 |  -9.777318   2.666679    -3.67   0.000    -15.02612   -4
> .528511
            d_dist38 |  -14.48311   3.021721    -4.79   0.000    -20.43075   -8
> .535481
            d_dist39 |  -31.68343   2.673399   -11.85   0.000    -36.94546    -
> 26.4214
            d_dist40 |  -33.41812   2.672233   -12.51   0.000    -38.67785   -2
> 8.15838
            d_dist41 |   -9.08843   2.673399    -3.40   0.001    -14.35046   -3
> .826398
            d_dist42 |  -17.07843   2.673399    -6.39   0.000    -22.34046    -
> 11.8164
            d_dist43 |  -28.10843   2.673399   -10.51   0.000    -33.37046    -
> 22.8464
            d_dist44 |   -6.18521   2.656863    -2.33   0.021     -11.4147   -.
> 9557244
            d_dist45 |  -29.03593   2.673399   -10.86   0.000    -34.29796    -
> 23.7739
            d_dist46 |  -27.78018   2.667721   -10.41   0.000    -33.03103   -2
> 2.52932
            d_dist47 |   -6.23593   2.673399    -2.33   0.020    -11.49796   -.
> 9738977
            d_dist48 |   26.12139   2.654993     9.84   0.000     20.89559     
> 31.3472
            d_dist49 |   35.80788   2.418344    14.81   0.000     31.04787    4
> 0.56789
            d_dist50 |    35.1248   2.719957    12.91   0.000     29.77113    4
> 0.47848
            d_dist51 |  -2.674352   3.112439    -0.86   0.391    -8.800544     
> 3.45184
            d_dist52 |   18.87201   2.661183     7.09   0.000     13.63402     
>   24.11
            d_dist53 |   22.65544   2.379041     9.52   0.000     17.97279    2
> 7.33809
            d_dist54 |   21.15624   2.646619     7.99   0.000     15.94692    2
> 6.36556
            d_dist55 |  -4.013431   2.673399    -1.50   0.134    -9.275463    1
> .248602
            d_dist56 |   21.96169   2.650081     8.29   0.000     16.74556    2
> 7.17783
            d_dist57 |   24.78817   2.651187     9.35   0.000     19.56986    3
> 0.00649
            d_dist58 |   16.43407   2.673399     6.15   0.000     11.17204     
> 21.6961
            d_dist59 |   -5.47649   2.717168    -2.02   0.045    -10.82467   -.
> 1283079
            d_dist60 |   28.22994   2.679121    10.54   0.000     22.95664    3
> 3.50323
            d_dist61 |  -9.295027   2.666262    -3.49   0.001    -14.54301   -4
> .047042
            d_dist62 |  -38.44815   2.619773   -14.68   0.000    -43.60463   -3
> 3.29167
            d_dist63 |  -23.63294    2.42041    -9.76   0.000    -28.39702   -1
> 8.86886
            d_dist64 |  -13.75728   2.457285    -5.60   0.000    -18.59393    -
> 8.92062
            d_dist65 |          0  (omitted)
            d_dist66 |   9.084751   2.289169     3.97   0.000     4.578995    1
> 3.59051
            d_dist67 |   6.584624   2.198859     2.99   0.003     2.256625    1
> 0.91262
            d_dist68 |  -11.60688   2.278578    -5.09   0.000    -16.09179   -7
> .121974
            d_dist69 |          0  (omitted)
            d_dist70 |    3.91489   .1822094    21.49   0.000     3.556248    4
> .273532
            d_dist71 |   35.52743   2.982769    11.91   0.000     29.65646    4
> 1.39839
            d_dist72 |   50.04809    3.02743    16.53   0.000     44.08922    5
> 6.00696
            d_dist73 |  -7.018904   .8071568    -8.70   0.000    -8.607625   -5
> .430183
            d_dist74 |  -13.10341    .807513   -16.23   0.000    -14.69284   -1
> 1.51399
            d_dist75 |   1.789087    .807513     2.22   0.028     .1996644    3
> .378509
            d_dist76 |  -8.685913    .807513   -10.76   0.000    -10.27534   -7
> .096491
            d_dist77 |          0  (omitted)
            d_dist78 |   34.75423   .8076277    43.03   0.000     33.16458    3
> 6.34387
            d_dist79 |  -7.715705   .8072398    -9.56   0.000     -9.30459   -6
> .126821
            d_dist80 |   24.65655   .9448959    26.09   0.000     22.79672    2
> 6.51638
            d_dist81 |   3.886309   .8126651     4.78   0.000     2.286745    5
> .485872
            d_dist82 |   33.27047   .8272455    40.22   0.000     31.64221    3
> 4.89873
            d_dist83 |   31.18436   1.127715    27.65   0.000     28.96469    3
> 3.40403
            d_dist84 |   .7997618   .8078189     0.99   0.323    -.7902628    2
> .389786
            d_dist85 |   38.25015    .808239    47.33   0.000      36.6593     
>  39.841
            d_dist86 |   34.81508   .9397116    37.05   0.000     32.96545    3
> 6.66471
            d_dist87 |   40.93494   1.182012    34.63   0.000     38.60839    4
> 3.26149
            d_dist88 |   44.90787   .8722908    51.48   0.000     43.19094    4
> 6.62479
            d_dist89 |   12.72404   .8957066    14.21   0.000     10.96103    1
> 4.48705
            d_dist90 |   46.55644   .9407411    49.49   0.000     44.70479     
> 48.4081
            d_dist91 |   44.61296   .8141518    54.80   0.000     43.01047    4
> 6.21545
            d_dist92 |          0  (omitted)
            d_dist93 |   12.57799   .7620016    16.51   0.000     11.07815    1
> 4.07783
            d_dist94 |   29.18425   .7833505    37.26   0.000     27.64238    3
> 0.72611
            d_dist95 |   33.80483   .3655983    92.46   0.000     33.08523    3
> 4.52443
            d_dist96 |    36.7632   .7816619    47.03   0.000     35.22467    3
> 8.30174
            d_dist97 |   33.03709   .7657736    43.14   0.000     31.52983    3
> 4.54436
            d_dist98 |   7.499493   .7824808     9.58   0.000     5.959341    9
> .039645
            d_dist99 |   13.07023   .9009989    14.51   0.000      11.2968    1
> 4.84366
           d_dist100 |   12.75678   1.325783     9.62   0.000     10.14725    1
> 5.36631
           d_dist101 |   77.01004    5.94542    12.95   0.000     65.30771    8
> 8.71237
           d_dist102 |   42.27689   5.145488     8.22   0.000     32.14906    5
> 2.40472
           d_dist103 |    30.0705   4.962139     6.06   0.000     20.30356    3
> 9.83745
           d_dist104 |   53.12128   5.368943     9.89   0.000     42.55362    6
> 3.68893
           d_dist105 |          0  (omitted)
           d_dist106 |  -32.90015   .3442188   -95.58   0.000    -33.57767   -3
> 2.22262
           d_dist107 |  -29.72463   .5541654   -53.64   0.000    -30.81539   -2
> 8.63387
           d_dist108 |   -46.3365   .4741918   -97.72   0.000    -47.26985   -4
> 5.40315
           d_dist109 |  -41.85631   .7166247   -58.41   0.000    -43.26684   -4
> 0.44578
           d_dist110 |   .7104181    .212697     3.34   0.001     .2917681    1
> .129068
           d_dist111 |  -46.69671   .4061523  -114.97   0.000    -47.49614   -4
> 5.89729
           d_dist112 |  -39.24295   .1734378  -226.27   0.000    -39.58432   -3
> 8.90157
           d_dist113 |  -2.941278   .0957484   -30.72   0.000    -3.129739   -2
> .752817
           d_dist114 |  -8.169541   .1318001   -61.98   0.000    -8.428963    -
> 7.91012
           d_dist115 |  -.3155259   .5476914    -0.58   0.565    -1.393543    .
> 7624913
           d_dist116 |   -.023519   .5376989    -0.04   0.965    -1.081868     
> 1.03483
           d_dist117 |          0  (omitted)
           d_dist118 |    16.1544    .941696    17.15   0.000     14.30086    1
> 8.00793
           d_dist119 |   2.272722   .5555288     4.09   0.000     1.179278    3
> .366165
           d_dist120 |  -18.54747   .2594195   -71.50   0.000    -19.05808   -1
> 8.03686
           d_dist121 |  -5.426974   .6178992    -8.78   0.000     -6.64318   -4
> .210767
           d_dist122 |   13.62123   2.069569     6.58   0.000     9.547709    1
> 7.69475
           d_dist123 |  -33.62076   .5594846   -60.09   0.000    -34.72199   -3
> 2.51953
           d_dist124 |  -3.717158   .4256043    -8.73   0.000    -4.554873   -2
> .879444
           d_dist125 |   -6.61172   .3215455   -20.56   0.000    -7.244615   -5
> .978824
           d_dist126 |  -6.295181   .3119853   -20.18   0.000     -6.90926   -5
> .681102
           d_dist127 |  -37.77342   .1944315  -194.28   0.000    -38.15612   -3
> 7.39072
           d_dist128 |  -7.314314    .250011   -29.26   0.000    -7.806409   -6
> .822219
           d_dist129 |  -17.18111    .323184   -53.16   0.000    -17.81723   -1
> 6.54499
           d_dist130 |  -10.33265   .3026637   -34.14   0.000    -10.92839   -9
> .736924
           d_dist131 |  -19.76643   .4670822   -42.32   0.000    -20.68579   -1
> 8.84708
           d_dist132 |          0  (omitted)
           d_dist133 |  -14.39393   .4670822   -30.82   0.000    -15.31328   -1
> 3.47458
           d_dist134 |  -41.80893   .4670822   -89.51   0.000    -42.72829   -4
> 0.88958
           d_dist135 |  -56.60811   .4384418  -129.11   0.000    -57.47109   -5
> 5.74512
           d_dist136 |  -58.94893   .4670822  -126.21   0.000    -59.86829   -5
> 8.02958
           d_dist137 |  -47.33508   .3543092  -133.60   0.000    -48.03247    -
> 46.6377
           d_dist138 |  -1.800226   3.236712    -0.56   0.579    -8.171025    4
> .570572
           d_dist139 |   5.075897   .0360216   140.91   0.000     5.004996    5
> .146798
           d_dist140 |   6.011029   .5267836    11.41   0.000     4.974165    7
> .047894
           d_dist141 |  -22.48744    .960008   -23.42   0.000    -24.37702   -2
> 0.59786
           d_dist142 |  -31.42962   1.442595   -21.79   0.000    -34.26907   -2
> 8.59017
           d_dist143 |          0  (omitted)
           d_dist144 |  -19.25483   .8481129   -22.70   0.000    -20.92417    -
> 17.5855
           d_dist145 |   -18.5483   1.007113   -18.42   0.000    -20.53059   -1
> 6.56601
           d_dist146 |  -21.60794    .184981  -116.81   0.000    -21.97203   -2
> 1.24384
           d_dist147 |   25.21565   .4939852    51.05   0.000     24.24334    2
> 6.18796
           d_dist148 |  -1.839962   .9850881    -1.87   0.063    -3.778904    .
> 0989803
           d_dist149 |  -2.800532   .4079148    -6.87   0.000    -3.603428   -1
> .997636
           d_dist150 |          0  (omitted)
           d_dist151 |   25.95159   .4973481    52.18   0.000     24.97266    2
> 6.93052
           d_dist152 |   29.22448    .454103    64.36   0.000     28.33067    3
> 0.11829
           d_dist153 |   30.78976   .9228542    33.36   0.000     28.97331     
> 32.6062
           d_dist154 |   29.40645   .5432753    54.13   0.000     28.33712    3
> 0.47577
           d_dist155 |    11.8604   1.499139     7.91   0.000     8.909655    1
> 4.81115
           d_dist156 |   40.68565   1.486459    27.37   0.000     37.75986    4
> 3.61144
           d_dist157 |   31.87019   1.427238    22.33   0.000     29.06096    3
> 4.67941
           d_dist158 |   31.80211   .7529541    42.24   0.000     30.32007    3
> 3.28414
           d_dist159 |   28.46853   .6129866    46.44   0.000     27.26199    2
> 9.67506
           d_dist160 |  -7.802368   .5682584   -13.73   0.000    -8.920867   -6
> .683869
           d_dist161 |   35.11569   .5849328    60.03   0.000     33.96437    3
> 6.26701
           d_dist162 |   26.41454   .6592187    40.07   0.000       25.117    2
> 7.71207
           d_dist163 |   38.46495   .5046586    76.22   0.000     37.47164    3
> 9.45827
           d_dist164 |   28.79594   .0801202   359.41   0.000     28.63824    2
> 8.95364
           d_dist165 |   5.623543   .7650073     7.35   0.000     4.117785    7
> .129302
           d_dist166 |   24.98276   .0590165   423.32   0.000     24.86659    2
> 5.09892
           d_dist167 |          0  (omitted)
           d_dist168 |   1.779216   .0204254    87.11   0.000     1.739013    1
> .819419
           d_dist169 |  -26.36756   .4850186   -54.36   0.000    -27.32222    -
> 25.4129
           d_dist170 |   35.12061   .0441654   795.21   0.000     35.03368    3
> 5.20754
           d_dist171 |   9.364435   .4074091    22.99   0.000     8.562535    1
> 0.16634
           d_dist172 |  -7.193344   .6140021   -11.72   0.000     -8.40188   -5
> .984808
           d_dist173 |  -11.83315   .9614517   -12.31   0.000    -13.72557   -9
> .940734
           d_dist174 |  -21.37973    .638997   -33.46   0.000    -22.63746   -2
> 0.12199
           d_dist175 |   7.448163   .6256716    11.90   0.000     6.216658    8
> .679668
           d_dist176 |  -17.92489   .5929253   -30.23   0.000    -19.09194   -1
> 6.75784
           d_dist177 |  -33.96267   .6002663   -56.58   0.000    -35.14417   -3
> 2.78117
           d_dist178 |  -53.82364     .58929   -91.34   0.000    -54.98354   -5
> 2.66375
           d_dist179 |  -41.48386   1.081902   -38.34   0.000    -43.61336   -3
> 9.35436
           d_dist180 |   -38.2426   .7010081   -54.55   0.000    -39.62239   -3
> 6.86281
           d_dist181 |  -39.90453   .5888735   -67.76   0.000    -41.06361   -3
> 8.74546
           d_dist182 |  -51.04644   .7353345   -69.42   0.000    -52.49379   -4
> 9.59909
           d_dist183 |  -50.87598   .5866514   -86.72   0.000    -52.03068   -4
> 9.72128
           d_dist184 |  -49.29249   .7644241   -64.48   0.000     -50.7971   -4
> 7.78788
           d_dist185 |  -7.270565   .8180418    -8.89   0.000    -8.880712   -5
> .660419
           d_dist186 |  -39.92822   1.227781   -32.52   0.000    -42.34486   -3
> 7.51159
           d_dist187 |  -50.92322   1.227781   -41.48   0.000    -53.33986   -4
> 8.50659
           d_dist188 |  -54.78822   1.227781   -44.62   0.000    -57.20486   -5
> 2.37159
           d_dist189 |  -36.27251   1.092077   -33.21   0.000    -38.42204   -3
> 4.12299
           d_dist190 |   -26.1745   .9630671   -27.18   0.000     -28.0701   -2
> 4.27891
           d_dist191 |  -5.765395   .8745722    -6.59   0.000     -7.48681    -
> 4.04398
           d_dist192 |  -2.849307   .9035027    -3.15   0.002    -4.627665   -1
> .070949
           d_dist193 |   -25.4245   .6547894   -38.83   0.000    -26.71332   -2
> 4.13569
           d_dist194 |  -30.16517   1.039104   -29.03   0.000    -32.21043   -2
> 8.11991
           d_dist195 |   6.396155   1.542554     4.15   0.000     3.359956    9
> .432353
           d_dist196 |  -5.743807   .8500851    -6.76   0.000    -7.417024   -4
> .070591
           d_dist197 |   4.071642   .5975006     6.81   0.000     2.895586    5
> .247698
           d_dist198 |          0  (omitted)
           d_dist199 |  -23.23628   .6155416   -37.75   0.000    -24.44785   -2
> 2.02471
           d_dist200 |  -27.98349   .8786477   -31.85   0.000    -29.71292   -2
> 6.25405
           d_dist201 |  -4.349986   .7145642    -6.09   0.000    -5.756457   -2
> .943514
           d_dist202 |  -40.31927     .17357  -232.29   0.000     -40.6609   -3
> 9.97763
           d_dist203 |  -28.85948   .0406591  -709.79   0.000    -28.93951   -2
> 8.77945
           d_dist204 |   3.958113   .7139938     5.54   0.000     2.552764    5
> .363462
           d_dist205 |   -29.6975          .        .       .            .     
>       .
           d_dist206 |  -6.880455   .1660243   -41.44   0.000     -7.20724   -6
> .553671
           d_dist207 |   4.256072   .0051141   832.22   0.000     4.246006    4
> .266138
           d_dist208 |  -34.06863   .1669348  -204.08   0.000    -34.39721   -3
> 3.74005
           d_dist209 |  -18.33437   .0464847  -394.42   0.000    -18.42587   -1
> 8.24288
           d_dist210 |          0  (omitted)
           d_dist211 |  -3.343731   .1333962   -25.07   0.000    -3.606294   -3
> .081169
           d_dist212 |  -20.47222   .4516857   -45.32   0.000    -21.36127   -1
> 9.58317
           d_dist213 |  -34.92028   .0114172 -3058.57   0.000    -34.94276   -3
> 4.89781
           d_dist214 |  -28.26471   .0093727 -3015.63   0.000    -28.28316   -2
> 8.24626
           d_dist215 |   21.94913   .0492588   445.59   0.000     21.85218    2
> 2.04609
           d_dist216 |   28.68833   .0384944   745.26   0.000     28.61256     
> 28.7641
           d_dist217 |   33.21732   .6570371    50.56   0.000     31.92408    3
> 4.51056
           d_dist218 |   36.03352   1.288373    27.97   0.000     33.49762    3
> 8.56942
           d_dist219 |   36.43369   1.239177    29.40   0.000     33.99462    3
> 8.87275
           d_dist220 |          0  (omitted)
           d_dist221 |   32.86868   .7974047    41.22   0.000     31.29915     
> 34.4382
           d_dist222 |   38.36499   1.086729    35.30   0.000     36.22599    4
> 0.50399
           d_dist223 |     3.0361   1.467142     2.07   0.039     .1483354    5
> .923865
           d_dist224 |   9.572023   .9167477    10.44   0.000     7.767595    1
> 1.37645
           d_dist225 |  -16.98536   1.014515   -16.74   0.000    -18.98222    -
> 14.9885
           d_dist226 |   28.80727   .8013729    35.95   0.000     27.22993     
> 30.3846
           d_dist227 |   8.028018   .7254317    11.07   0.000     6.600155     
> 9.45588
           d_dist228 |    33.1694   .9197561    36.06   0.000     31.35905    3
> 4.97975
           d_dist229 |   25.12636   1.040013    24.16   0.000     23.07931    2
> 7.17341
           d_dist230 |   26.76481   .7863779    34.04   0.000     25.21698    2
> 8.31263
           d_dist231 |  -5.422175   .3650896   -14.85   0.000    -6.140778   -4
> .703571
           d_dist232 |   19.38609   .1506349   128.70   0.000     19.08959    1
> 9.68258
           d_dist233 |    41.5339   .6265879    66.29   0.000     40.30059    4
> 2.76721
           d_dist234 |          0  (omitted)
           d_dist235 |   53.46885   2.509876    21.30   0.000     48.52867    5
> 8.40902
           d_dist236 |   52.39576   .9453706    55.42   0.000     50.53499    5
> 4.25652
           d_dist237 |   31.90648   .4406895    72.40   0.000     31.03907    3
> 2.77388
           d_dist238 |  -47.07868   2.997341   -15.71   0.000    -52.97832   -4
> 1.17903
           d_dist239 |          0  (omitted)
           d_dist240 |  -51.58017   3.089888   -16.69   0.000    -57.66198   -4
> 5.49836
           d_dist241 |  -46.49856   3.004029   -15.48   0.000    -52.41137   -4
> 0.58575
           d_dist242 |  -31.26583   3.083731   -10.14   0.000    -37.33552   -2
> 5.19615
           d_dist243 |  -4.614205   .2359611   -19.55   0.000    -5.078645   -4
> .149764
           d_dist244 |          0  (omitted)
           d_dist245 |   45.68807   .6135008    74.47   0.000     44.48052    4
> 6.89562
           d_dist246 |   40.78897   .1381085   295.34   0.000     40.51713    4
> 1.06081
           d_dist247 |   62.49082   .4536728   137.74   0.000     61.59786    6
> 3.38378
           d_dist248 |   42.93513   .4666295    92.01   0.000     42.01667     
> 43.8536
           d_dist249 |   39.67751   .3476228   114.14   0.000     38.99329    4
> 0.36174
           d_dist250 |   40.27054    .303979   132.48   0.000     39.67222    4
> 0.86886
           d_dist251 |   57.71035   .6272388    92.01   0.000     56.47576    5
> 8.94494
           d_dist252 |   51.77434   .3796017   136.39   0.000     51.02717     
> 52.5215
           d_dist253 |   22.77755   .3755297    60.65   0.000      22.0384    2
> 3.51671
           d_dist254 |   23.10819   .4516207    51.17   0.000     22.21927    2
> 3.99711
           d_dist255 |   28.67802   .2681684   106.94   0.000     28.15018    2
> 9.20585
           d_dist256 |  -2.975242   .2551148   -11.66   0.000    -3.477383   -2
> .473101
           d_dist257 |   47.86308    .368671   129.83   0.000     47.13743    4
> 8.58873
           d_dist258 |   53.12493   .8880662    59.82   0.000     51.37696    5
> 4.87291
           d_dist259 |   29.49571   .5097834    57.86   0.000      28.4923    3
> 0.49911
           d_dist260 |   52.71321   .2336136   225.64   0.000     52.25339    5
> 3.17303
           d_dist261 |   67.81845   .7672744    88.39   0.000     66.30823    6
> 9.32867
           d_dist262 |          0  (omitted)
           d_dist263 |   6.499183   .0500374   129.89   0.000     6.400695    6
> .597671
           d_dist264 |  -5.988507   .1097617   -54.56   0.000     -6.20455   -5
> .772464
           d_dist265 |  -29.62365   .0455721  -650.04   0.000    -29.71335   -2
> 9.53395
           d_dist266 |  -40.24622    .067547  -595.83   0.000    -40.37917   -4
> 0.11327
           d_dist267 |  -39.83457   .0459972  -866.02   0.000    -39.92511   -3
> 9.74404
           d_dist268 |   3.813778    .067547    56.46   0.000     3.680826     
> 3.94673
           d_dist269 |  -45.54356   .0235896 -1930.66   0.000       -45.59   -4
> 5.49713
           d_dist270 |  -57.15828   .0234603 -2436.38   0.000    -57.20446   -5
> 7.11211
           d_dist271 |  -18.27499   .9031036   -20.24   0.000    -20.05256   -1
> 6.49741
           d_dist272 |   -13.5582   .2682553   -50.54   0.000    -14.08621    -
> 13.0302
           d_dist273 |  -11.78805   .2713506   -43.44   0.000    -12.32214   -1
> 1.25395
           d_dist274 |   14.31704   2.338055     6.12   0.000      9.71506    1
> 8.91902
           d_dist275 |   9.866068   1.338435     7.37   0.000     7.231636     
> 12.5005
           d_dist276 |  -19.14926   .3920152   -48.85   0.000    -19.92086   -1
> 8.37766
           d_dist277 |  -40.28165   .5308493   -75.88   0.000    -41.32652   -3
> 9.23678
           d_dist278 |          0  (omitted)
           d_dist279 |  -16.89078   .9277236   -18.21   0.000    -18.71681   -1
> 5.06475
           d_dist280 |          0  (omitted)
           d_dist281 |  -30.55228   .1258448  -242.78   0.000    -30.79998   -3
> 0.30458
           d_dist282 |  -26.68984    .667213   -40.00   0.000    -28.00311   -2
> 5.37657
           d_dist283 |  -44.78178   .3126402  -143.24   0.000    -45.39715   -4
> 4.16642
           d_dist284 |   9.649787   .0543773   177.46   0.000     9.542757    9
> .756818
           d_dist285 |   10.01165   .7306901    13.70   0.000     8.573442    1
> 1.44987
           d_dist286 |  -35.63895   .9222571   -38.64   0.000    -37.45422   -3
> 3.82368
           d_dist287 |  -12.70923   .8818227   -14.41   0.000    -14.44491   -1
> 0.97354
               inter |  -.8016645   .3703279    -2.16   0.031    -1.530578   -.
> 0727506
cum_capacity_turbine |   -.003514   .0032233    -1.09   0.277    -.0098584    .
> 0028304
               _cons |   30.72882   3.944296     7.79   0.000     22.96529    3
> 8.49235
-------------------------------------------------------------------------------
-------
note: d_sy16 omitted because of collinearity
note: d_sy20 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy53 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist18 omitted because of collinearity
note: d_dist65 omitted because of collinearity
note: d_dist69 omitted because of collinearity
note: d_dist77 omitted because of collinearity
note: d_dist94 omitted because of collinearity
note: d_dist105 omitted because of collinearity
note: d_dist117 omitted because of collinearity
note: d_dist132 omitted because of collinearity
note: d_dist138 omitted because of collinearity
note: d_dist151 omitted because of collinearity
note: d_dist167 omitted because of collinearity
note: d_dist198 omitted because of collinearity
note: d_dist210 omitted because of collinearity
note: d_dist220 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist244 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist274 omitted because of collinearity
note: d_dist280 omitted because of collinearity

Linear regression                               Number of obs     =      1,144
                                                F(70, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.8881
                                                Root MSE          =     8.9637

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
            d_sy1 |   29.00913   6.036981     4.81   0.000     17.12658    40.8
> 9168
            d_sy2 |   21.23804   3.895938     5.45   0.000     13.56969    28.9
> 0639
            d_sy3 |    16.0132   2.932499     5.46   0.000     10.24118    21.7
> 8521
            d_sy4 |   25.30781   3.288789     7.70   0.000     18.83451    31.7
> 8111
            d_sy5 |   38.12474   26.13348     1.46   0.146    -13.31361    89.5
> 6308
            d_sy6 |    37.8309    25.9102     1.46   0.145    -13.16798    88.8
> 2978
            d_sy7 |   35.51347   25.36156     1.40   0.163    -14.40551    85.4
> 3245
            d_sy8 |   46.02064    24.9678     1.84   0.066    -3.123316    95.1
> 6459
            d_sy9 |   30.12818   4.794914     6.28   0.000     20.69038    39.5
> 6598
           d_sy10 |    24.0562   3.955777     6.08   0.000     16.27007    31.8
> 4232
           d_sy11 |   30.81817   3.773343     8.17   0.000     23.39112    38.2
> 4521
           d_sy12 |   42.33267   3.526686    12.00   0.000     35.39112    49.2
> 7422
           d_sy13 |   3.540791   3.966963     0.89   0.373    -4.267355    11.3
> 4894
           d_sy14 |   5.169214   3.200592     1.62   0.107    -1.130489    11.4
> 6892
           d_sy15 |  -6.265516   1.684873    -3.72   0.000     -9.58184   -2.94
> 9193
           d_sy16 |          0  (omitted)
           d_sy17 |   -3.31424   9.483567    -0.35   0.727    -21.98068     15.
> 3522
           d_sy18 |  -12.05986   4.615658    -2.61   0.009    -21.14483   -2.97
> 4894
           d_sy19 |  -7.555243   1.396999    -5.41   0.000    -10.30495   -4.80
> 5539
           d_sy20 |          0  (omitted)
           d_sy21 |   -6.51391   4.211343    -1.55   0.123    -14.80307    1.77
> 5249
           d_sy22 |   -6.76568   2.840116    -2.38   0.018    -12.35586     -1.
> 1755
           d_sy23 |  -6.671948   3.350311    -1.99   0.047    -13.26634   -.077
> 5544
           d_sy24 |   6.271735   1.417411     4.42   0.000     3.481855    9.06
> 1616
           d_sy25 |   36.21162   3.766383     9.61   0.000     28.79827    43.6
> 2496
           d_sy26 |   32.17282   2.585356    12.44   0.000     27.08408    37.2
> 6156
           d_sy27 |    32.0235   1.803131    17.76   0.000     28.47441    35.5
> 7259
           d_sy28 |   47.48489   2.047219    23.19   0.000     43.45536    51.5
> 1442
           d_sy29 |   -13.5412   8.977979    -1.51   0.133     -31.2125    4.13
> 0091
           d_sy30 |  -19.17357     7.7977    -2.46   0.015    -34.52173   -3.82
> 5407
           d_sy31 |  -9.531991   6.822499    -1.40   0.163    -22.96067    3.89
> 6687
           d_sy32 |          0  (omitted)
           d_sy33 |   37.99426   3.856119     9.85   0.000     30.40429    45.5
> 8423
           d_sy34 |   30.84797   4.595534     6.71   0.000     21.80261    39.8
> 9333
           d_sy35 |   34.43042   2.296195    14.99   0.000     29.91084    38.9
> 5001
           d_sy36 |    43.0249   2.059443    20.89   0.000     38.97132    47.0
> 7849
           d_sy37 |  -15.31575   6.396617    -2.39   0.017    -27.90617   -2.72
> 5335
           d_sy38 |  -18.96831   4.816757    -3.94   0.000     -28.4491    -9.4
> 8752
           d_sy39 |  -13.54921   5.042786    -2.69   0.008    -23.47489   -3.62
> 3524
           d_sy40 |   14.63588   3.301087     4.43   0.000     8.138368    21.1
> 3338
           d_sy41 |   42.66204   3.817613    11.18   0.000     35.14786    50.1
> 7622
           d_sy42 |   39.28526   2.958255    13.28   0.000     33.46254    45.1
> 0797
           d_sy43 |   44.05928   1.340197    32.88   0.000     41.42138    46.6
> 9718
           d_sy44 |    55.7078   2.276135    24.47   0.000      51.2277     60.
> 1879
           d_sy45 |   25.57092    6.17821     4.14   0.000     13.41039    37.7
> 3145
           d_sy46 |   26.97103   4.493041     6.00   0.000     18.12741    35.8
> 1465
           d_sy47 |   27.02012   3.946423     6.85   0.000      19.2524    34.7
> 8784
           d_sy48 |   40.13991   4.796863     8.37   0.000     30.69827    49.5
> 8154
           d_sy49 |   36.69306   3.960006     9.27   0.000     28.89861    44.4
> 8751
           d_sy50 |   35.57637   2.953684    12.04   0.000     29.76265    41.3
> 9009
           d_sy51 |   34.86694   3.126103    11.15   0.000     28.71385    41.0
> 2003
           d_sy52 |   51.66364   3.829928    13.49   0.000     44.12522    59.2
> 0206
           d_sy53 |          0  (omitted)
           d_sy54 |  -5.421469   5.542868    -0.98   0.329    -16.33146    5.48
> 8521
           d_sy55 |  -4.176275   4.421124    -0.94   0.346    -12.87834    4.52
> 5794
           d_sy56 |   5.252255   4.789072     1.10   0.274    -4.174043    14.6
> 7855
           d_sy57 |   1.171623   3.471741     0.34   0.736    -5.661781    8.00
> 5027
           d_sy58 |  -10.77666   2.481098    -4.34   0.000    -15.66019   -5.89
> 3133
           d_sy59 |  -11.19504   1.150628    -9.73   0.000    -13.45981   -8.93
> 0269
           d_sy60 |          0  (omitted)
           d_sy61 |   .1052956   4.390332     0.02   0.981    -8.536165    8.74
> 6756
           d_sy62 |  -2.520082   3.618059    -0.70   0.487    -9.641482    4.60
> 1319
           d_sy63 |   1.827367    2.36848     0.77   0.441    -2.834496     6.4
> 8923
           d_sy64 |   11.68482    1.85136     6.31   0.000     8.040797    15.3
> 2884
           d_sy65 |   30.92224   3.733414     8.28   0.000     23.57378    38.2
> 7069
           d_sy66 |   24.16315   2.929329     8.25   0.000     18.39737    29.9
> 2893
           d_sy67 |   29.37695   1.941293    15.13   0.000     25.55592    33.1
> 9799
           d_sy68 |    38.9438   2.302468    16.91   0.000     34.41187    43.4
> 7574
           d_sy69 |   38.25049   4.315877     8.86   0.000     29.75558     46.
> 7454
           d_sy70 |   34.49295   3.999026     8.63   0.000      26.6217    42.3
> 6421
           d_sy71 |   36.21542   2.631405    13.76   0.000     31.03604    41.3
> 9479
           d_sy72 |   47.21608     2.3137    20.41   0.000     42.66204    51.7
> 7012
           d_sy73 |  -.8684145   6.307909    -0.14   0.891    -13.28423     11.
> 5474
           d_sy74 |  -1.123457   3.255949    -0.35   0.730     -7.53212    5.28
> 5206
           d_sy75 |   1.980021   2.157391     0.92   0.360    -2.266358    6.22
> 6399
           d_sy76 |   13.13701   1.423232     9.23   0.000     10.33567    15.9
> 3835
           d_sy77 |   5.977145   6.979376     0.86   0.392    -7.760314     19.
> 7146
           d_sy78 |   -5.04754   4.817526    -1.05   0.296    -14.52984    4.43
> 4764
           d_sy79 |   1.852186   3.253209     0.57   0.570    -4.551083    8.25
> 5455
           d_sy80 |   21.64256   5.344459     4.05   0.000     11.12309    32.1
> 6202
           d_sy81 |   50.95654   6.978262     7.30   0.000     37.22127     64.
> 6918
           d_sy82 |    51.3302   6.225494     8.25   0.000      39.0766     63.
> 5838
           d_sy83 |   39.83573   8.448361     4.72   0.000     23.20688    56.4
> 6458
           d_sy84 |   63.05538   5.593044    11.27   0.000     52.04663    74.0
> 6413
           d_sy85 |  -17.12078   6.279421    -2.73   0.007    -29.48053   -4.76
> 1043
           d_sy86 |  -23.20318   3.639698    -6.38   0.000    -30.36717   -16.0
> 3918
           d_sy87 |  -19.67235   3.192396    -6.16   0.000    -25.95592   -13.3
> 8878
           d_sy88 |  -9.868741   2.520441    -3.92   0.000    -14.82971   -4.90
> 7775
           d_sy89 |   45.30236   4.931532     9.19   0.000     35.59566    55.0
> 0906
           d_sy90 |    40.4931   3.827555    10.58   0.000     32.95935    48.0
> 2685
           d_sy91 |    36.1905   5.610855     6.45   0.000     25.14669    47.2
> 3431
           d_sy92 |   60.30346   5.381646    11.21   0.000      49.7108    70.8
> 9612
           d_sy93 |   35.53504   4.544862     7.82   0.000     26.58942    44.4
> 8067
           d_sy94 |   36.51765   3.589045    10.17   0.000     29.45336    43.5
> 8195
           d_sy95 |   41.24859   2.855735    14.44   0.000     35.62766    46.8
> 6951
           d_sy96 |   48.90747   3.972108    12.31   0.000      41.0892    56.7
> 2575
           d_sy97 |   33.53751   7.361787     4.56   0.000     19.04736    48.0
> 2767
           d_sy98 |   39.78796   4.807841     8.28   0.000     30.32472     49.
> 2512
           d_sy99 |   38.53714   5.575995     6.91   0.000     27.56194    49.5
> 1233
          d_sy100 |    48.3304   3.229556    14.97   0.000     41.97369    54.6
> 8712
          d_dist1 |   2.884998   .0969222    29.77   0.000     2.694227     3.0
> 7577
          d_dist2 |   12.53538   .0471334   265.96   0.000     12.44261    12.6
> 2815
          d_dist3 |   17.63945   .3633867    48.54   0.000      16.9242     18.
> 3547
          d_dist4 |  -25.27581   .6225443   -40.60   0.000    -26.50116   -24.0
> 5046
          d_dist5 |   1.827711   .2199045     8.31   0.000     1.394874    2.26
> 0548
          d_dist6 |   33.52573     .05288   634.00   0.000     33.42165    33.6
> 2982
          d_dist7 |  -12.42816   .3740811   -33.22   0.000    -13.16446   -11.6
> 9186
          d_dist8 |          0  (omitted)
          d_dist9 |  -37.20963   24.76452    -1.50   0.134    -85.95346    11.5
> 3421
         d_dist10 |  -4.452478   24.74645    -0.18   0.857    -53.16075    44.2
> 5579
         d_dist11 |  -8.460708   24.83642    -0.34   0.734    -57.34606    40.4
> 2465
         d_dist12 |  -8.333406   24.79539    -0.34   0.737      -57.138    40.4
> 7118
         d_dist13 |  -42.59307   24.75686    -1.72   0.086    -91.32183    6.13
> 5691
         d_dist14 |  -38.65795   24.85088    -1.56   0.121    -87.57178    10.2
> 5588
         d_dist15 |  -45.57442   25.01208    -1.82   0.069    -94.80552    3.65
> 6685
         d_dist16 |  -52.34401   25.00901    -2.09   0.037    -101.5691   -3.11
> 8947
         d_dist17 |  -56.15367    24.6866    -2.27   0.024    -104.7441   -7.56
> 3201
         d_dist18 |          0  (omitted)
         d_dist19 |  -8.275694   17.96641    -0.46   0.645    -43.63885    27.0
> 8746
         d_dist20 |   -43.4735   24.91042    -1.75   0.082    -92.50451    5.55
> 7523
         d_dist21 |  -41.88649   24.70995    -1.70   0.091    -90.52292    6.74
> 9942
         d_dist22 |  -40.68801   24.72806    -1.65   0.101    -89.36008    7.98
> 4058
         d_dist23 |   -39.4962   24.66136    -1.60   0.110      -88.037    9.04
> 4598
         d_dist24 |   -41.1412   24.66136    -1.67   0.096      -89.682    7.39
> 9598
         d_dist25 |  -39.52564   24.73973    -1.60   0.111    -88.22069    9.16
> 9412
         d_dist26 |  -38.72548   23.83434    -1.62   0.105    -85.63846    8.18
> 7495
         d_dist27 |   6.554508   24.68218     0.27   0.791    -42.02726    55.1
> 3627
         d_dist28 |  -37.42572   24.67004    -1.52   0.130    -85.98359    11.1
> 3216
         d_dist29 |   10.40858   24.71594     0.42   0.674    -38.23963    59.0
> 5679
         d_dist30 |   54.90662   1.861103    29.50   0.000     51.24343    58.5
> 6982
         d_dist31 |  -29.09704   25.13765    -1.16   0.248     -78.5753    20.3
> 8123
         d_dist32 |  -4.640751   24.91046    -0.19   0.852    -53.67184    44.3
> 9034
         d_dist33 |  -3.545769   24.97617    -0.14   0.887    -52.70619    45.6
> 1465
         d_dist34 |  -7.584356   24.96384    -0.30   0.761    -56.72051     41.
> 5518
         d_dist35 |  -32.79291   25.10464    -1.31   0.193    -82.20621    16.6
> 2039
         d_dist36 |  -49.45649   24.76928    -2.00   0.047     -98.2097   -.703
> 2849
         d_dist37 |  -36.73452   24.67608    -1.49   0.138    -85.30428    11.8
> 3524
         d_dist38 |  -41.50935   25.26218    -1.64   0.101    -91.23274    8.21
> 4034
         d_dist39 |   -58.6387   24.66136    -2.38   0.018    -107.1795    -10.
> 0979
         d_dist40 |   -60.3737   24.66377    -2.45   0.015    -108.9192   -11.8
> 2817
         d_dist41 |   -36.0437   24.66136    -1.46   0.145     -84.5845     12.
> 4971
         d_dist42 |   -44.0337   24.66136    -1.79   0.075     -92.5745    4.50
> 7098
         d_dist43 |   -55.0637   24.66136    -2.23   0.026    -103.6045   -6.52
> 2902
         d_dist44 |  -33.14592   24.70302    -1.34   0.181    -81.76871    15.4
> 7687
         d_dist45 |   -55.9912   24.66136    -2.27   0.024     -104.532   -7.45
> 0402
         d_dist46 |  -54.73706   24.67365    -2.22   0.027     -103.302   -6.17
> 2076
         d_dist47 |   -33.1912   24.66136    -1.35   0.179      -81.732     15.
> 3496
         d_dist48 |   -.840145   24.70944    -0.03   0.973    -49.47557    47.7
> 9528
         d_dist49 |    17.6066   17.38062     1.01   0.312    -16.60356    51.8
> 1675
         d_dist50 |     8.1305   24.97658     0.33   0.745    -41.03074    57.2
> 9174
         d_dist51 |  -29.70751   25.32725    -1.17   0.242    -79.55896    20.1
> 4394
         d_dist52 |  -8.108983   24.86486    -0.33   0.745    -57.05033    40.8
> 3236
         d_dist53 |   3.775386   17.91148     0.21   0.833    -31.47966    39.0
> 3043
         d_dist54 |  -5.811349   24.75675    -0.23   0.815    -54.53989    42.9
> 1719
         d_dist55 |   -30.9687   24.66136    -1.26   0.210     -79.5095     17.
> 5721
         d_dist56 |  -5.002565    24.7306    -0.20   0.840    -53.67963     43.
> 6745
         d_dist57 |  -2.188302   24.82793    -0.09   0.930    -51.05695    46.6
> 8035
         d_dist58 |   -10.5212   24.66136    -0.43   0.670      -59.062     38.
> 0196
         d_dist59 |  -32.47032   24.97258    -1.30   0.195    -81.62369    16.6
> 8304
         d_dist60 |   1.217548   24.96822     0.05   0.961    -47.92723    50.3
> 6232
         d_dist61 |  -36.25236   24.67707    -1.47   0.143    -84.82407    12.3
> 1935
         d_dist62 |  -39.45944   3.080015   -12.81   0.000    -45.52181   -33.3
> 9706
         d_dist63 |  -24.65989   2.946553    -8.37   0.000    -30.45957   -18.8
> 6021
         d_dist64 |  -14.78097   2.970146    -4.98   0.000    -20.62709   -8.93
> 4855
         d_dist65 |          0  (omitted)
         d_dist66 |   8.043246   2.873948     2.80   0.005     2.386474    13.7
> 0002
         d_dist67 |   5.521676   2.853807     1.93   0.054    -.0954529    11.1
> 3881
         d_dist68 |  -12.64501   2.865331    -4.41   0.000    -18.28483   -7.00
> 5203
         d_dist69 |          0  (omitted)
         d_dist70 |   4.202569   .3988759    10.54   0.000     3.417464    4.98
> 7674
         d_dist71 |   35.54723    3.02031    11.77   0.000     29.60238    41.4
> 9209
         d_dist72 |   50.14929   3.070681    16.33   0.000     44.10529    56.1
> 9329
         d_dist73 |  -7.022635   .8077753    -8.69   0.000    -8.612574   -5.43
> 2696
         d_dist74 |  -13.10662   .8081278   -16.22   0.000    -14.69725   -11.5
> 1599
         d_dist75 |   1.785881   .8081278     2.21   0.028      .195248    3.37
> 6513
         d_dist76 |  -8.689119   .8081278   -10.75   0.000    -10.27975   -7.09
> 8487
         d_dist77 |          0  (omitted)
         d_dist78 |   34.74875   .8082771    42.99   0.000     33.15782    36.3
> 3968
         d_dist79 |  -7.720695   .8078777    -9.56   0.000    -9.310835   -6.13
> 0554
         d_dist80 |   24.63456   .9470499    26.01   0.000     22.77048    26.4
> 9863
         d_dist81 |   3.878347   .8134067     4.77   0.000     2.277324     5.4
> 7937
         d_dist82 |   33.25919   .8281944    40.16   0.000     31.62906    34.8
> 8932
         d_dist83 |   31.34366   1.173654    26.71   0.000     29.03356    33.6
> 5375
         d_dist84 |   .7968551   .8084328     0.99   0.325    -.7943778    2.38
> 8088
         d_dist85 |   38.24417   .8089027    47.28   0.000     36.65201    39.8
> 3632
         d_dist86 |   35.07447   1.020275    34.38   0.000     33.06627    37.0
> 8267
         d_dist87 |   41.01121   1.176505    34.86   0.000     38.69551    43.3
> 2692
         d_dist88 |   44.91356   .8732708    51.43   0.000     43.19471    46.6
> 3242
         d_dist89 |   12.70919    .897065    14.17   0.000      10.9435    14.4
> 7488
         d_dist90 |   46.63893   .9565468    48.76   0.000     44.75616    48.5
> 2169
         d_dist91 |   44.60541    .814909    54.74   0.000     43.00143    46.2
> 0939
         d_dist92 |  -29.06736   .8099559   -35.89   0.000    -30.66159   -27.4
> 7313
         d_dist93 |  -16.60343   .0737752  -225.05   0.000    -16.74864   -16.4
> 5822
         d_dist94 |          0  (omitted)
         d_dist95 |    4.69248   .5309507     8.84   0.000     3.647413    5.73
> 7547
         d_dist96 |   7.579156   .0051313  1477.05   0.000     7.569056    7.58
> 9256
         d_dist97 |   3.856443   .0539332    71.50   0.000     3.750287      3.
> 9626
         d_dist98 |  -21.66145   .5248261   -41.27   0.000    -22.69446   -20.6
> 2844
         d_dist99 |  -16.08404   .7825726   -20.55   0.000    -17.62438   -14.5
> 4371
        d_dist100 |  -16.37497    1.37087   -11.94   0.000    -19.07324   -13.6
> 7669
        d_dist101 |   77.51927   6.005709    12.91   0.000     65.69827    89.3
> 4027
        d_dist102 |   42.13417   5.181258     8.13   0.000     31.93594    52.3
> 3241
        d_dist103 |    29.9394    4.99668     5.99   0.000     20.10447    39.7
> 7433
        d_dist104 |   53.05201   5.396869     9.83   0.000     42.42939    63.6
> 7463
        d_dist105 |          0  (omitted)
        d_dist106 |  -32.88688   .3462741   -94.97   0.000    -33.56845   -32.2
> 0532
        d_dist107 |  -29.70328   .5574742   -53.28   0.000    -30.80055     -28
> .606
        d_dist108 |  -46.31823   .4770231   -97.10   0.000    -47.25716   -45.3
> 7931
        d_dist109 |   -41.8287   .7209036   -58.02   0.000    -43.24765   -40.4
> 0975
        d_dist110 |    .702702   .2051022     3.43   0.001     .2990008    1.10
> 6403
        d_dist111 |  -46.68107   .4085774  -114.25   0.000    -47.48527   -45.8
> 7687
        d_dist112 |  -39.23627   .1744734  -224.88   0.000    -39.57968   -38.8
> 9285
        d_dist113 |  -2.942366   .0957259   -30.74   0.000    -3.130782   -2.75
> 3949
        d_dist114 |  -8.173045   .1321516   -61.85   0.000    -8.433158   -7.91
> 2932
        d_dist115 |  -.3322401   .5498115    -0.60   0.546     -1.41443    .749
> 9502
        d_dist116 |  -.0442341   .5409094    -0.08   0.935    -1.108902    1.02
> 0434
        d_dist117 |          0  (omitted)
        d_dist118 |   16.11925   .9470091    17.02   0.000     14.25526    17.9
> 8324
        d_dist119 |   2.252894   .5584053     4.03   0.000     1.153788    3.35
> 1999
        d_dist120 |  -18.55295   .2597728   -71.42   0.000    -19.06426   -18.0
> 4164
        d_dist121 |  -5.446057    .620275    -8.78   0.000     -6.66694   -4.22
> 5174
        d_dist122 |   13.55672   2.077917     6.52   0.000     9.466769    17.6
> 4667
        d_dist123 |  -33.64618   .5603384   -60.05   0.000    -34.74909   -32.5
> 4327
        d_dist124 |  -3.755159   .4293526    -8.75   0.000    -4.600251   -2.91
> 0067
        d_dist125 |    -6.6544   .3294036   -20.20   0.000    -7.302762   -6.00
> 6037
        d_dist126 |  -6.339092   .3173487   -19.98   0.000    -6.963727   -5.71
> 4456
        d_dist127 |  -37.82452   .2173676  -174.01   0.000    -38.25237   -37.3
> 9668
        d_dist128 |   -7.36073   .2634382   -27.94   0.000    -7.879253   -6.84
> 2206
        d_dist129 |  -17.22371   .3309506   -52.04   0.000    -17.87512    -16.
> 5723
        d_dist130 |  -10.37625   .3116676   -33.29   0.000    -10.98971   -9.76
> 2799
        d_dist131 |  -19.80266   .4698308   -42.15   0.000    -20.72743    -18.
> 8779
        d_dist132 |          0  (omitted)
        d_dist133 |  -14.43016   .4698308   -30.71   0.000    -15.35493    -13.
> 5054
        d_dist134 |  -41.84516   .4698308   -89.06   0.000    -42.76993    -40.
> 9204
        d_dist135 |  -56.64556   .4418531  -128.20   0.000    -57.51525   -55.7
> 7586
        d_dist136 |  -58.98516   .4698308  -125.55   0.000    -59.90993    -58.
> 0604
        d_dist137 |  -47.37623   .3605378  -131.40   0.000    -48.08588   -46.6
> 6659
        d_dist138 |          0  (omitted)
        d_dist139 |   5.545569   4.031317     1.38   0.170    -2.389245    13.4
> 8038
        d_dist140 |    6.50086   3.951027     1.65   0.101    -1.275919    14.2
> 7764
        d_dist141 |  -21.98385   3.926644    -5.60   0.000    -29.71263   -14.2
> 5506
        d_dist142 |  -30.90743   3.953245    -7.82   0.000    -38.68858   -23.1
> 2629
        d_dist143 |   .4739563   4.041975     0.12   0.907    -7.481836    8.42
> 9749
        d_dist144 |  -17.43441   2.294886    -7.60   0.000    -21.95142    -12.
> 9174
        d_dist145 |  -18.05409   3.900478    -4.63   0.000    -25.73138   -10.3
> 7681
        d_dist146 |  -47.55679   .4340059  -109.58   0.000    -48.41104   -46.7
> 0254
        d_dist147 |  -.7212994   .5571326    -1.29   0.196      -1.8179    .375
> 3011
        d_dist148 |  -27.75799   .9497317   -29.23   0.000    -29.62734   -25.8
> 8864
        d_dist149 |   -28.7408   .5069389   -56.69   0.000     -29.7386   -27.7
> 4299
        d_dist150 |  -25.95598   .4558273   -56.94   0.000    -26.85318   -25.0
> 5878
        d_dist151 |          0  (omitted)
        d_dist152 |   3.285997   .5327141     6.17   0.000      2.23746    4.33
> 4535
        d_dist153 |   4.869331   .8944339     5.44   0.000     3.108822    6.62
> 9839
        d_dist154 |     3.4714   .5896905     5.89   0.000     2.310716    4.63
> 2084
        d_dist155 |   6.581359    5.07849     1.30   0.196    -3.414598    16.5
> 7732
        d_dist156 |   35.40496   5.043089     7.02   0.000     25.47868    45.3
> 3124
        d_dist157 |   26.57082   4.651564     5.71   0.000     17.41517    35.7
> 2646
        d_dist158 |   31.78315   .7510324    42.32   0.000      30.3049    33.2
> 6141
        d_dist159 |   28.44169   .6099497    46.63   0.000     27.24113    29.6
> 4225
        d_dist160 |   -7.82426   .5716513   -13.69   0.000    -8.949438   -6.69
> 9083
        d_dist161 |   35.09811    .587395    59.75   0.000     33.94194    36.2
> 5428
        d_dist162 |   26.38914   .6631548    39.79   0.000     25.08386    27.6
> 9442
        d_dist163 |   38.44551   .5076718    75.73   0.000     37.44626    39.4
> 4476
        d_dist164 |   28.79285   .0805986   357.24   0.000     28.63421    28.9
> 5149
        d_dist165 |   5.594071    .769575     7.27   0.000     4.079322     7.1
> 0882
        d_dist166 |   24.98048   .0593689   420.77   0.000     24.86363    25.0
> 9734
        d_dist167 |          0  (omitted)
        d_dist168 |   1.778429   .0205473    86.55   0.000     1.737986    1.81
> 8873
        d_dist169 |  -26.38625   .4879146   -54.08   0.000     -27.3466   -25.4
> 2589
        d_dist170 |    35.1189   .0444291   790.45   0.000     35.03145    35.2
> 0635
        d_dist171 |    9.34874   .4098417    22.81   0.000     8.542051    10.1
> 5543
        d_dist172 |  -7.216999   .6176682   -11.68   0.000    -8.432751   -6.00
> 1247
        d_dist173 |  -11.93615   .9819847   -12.16   0.000    -13.86899   -10.0
> 0332
        d_dist174 |  -21.46317   .6522144   -32.91   0.000    -22.74692   -20.1
> 7942
        d_dist175 |   7.366096   .6380917    11.54   0.000     6.110145    8.62
> 2048
        d_dist176 |  -18.00197   .6021018   -29.90   0.000    -19.18708   -16.8
> 1685
        d_dist177 |  -34.03133    .603511   -56.39   0.000    -35.21922   -32.8
> 4345
        d_dist178 |  -53.89496   .5943659   -90.68   0.000    -55.06484   -52.7
> 2507
        d_dist179 |  -41.52246   1.076349   -38.58   0.000    -43.64104   -39.4
> 0389
        d_dist180 |  -38.30143   .6989394   -54.80   0.000    -39.67715   -36.9
> 2571
        d_dist181 |  -39.97601   .5940642   -67.29   0.000     -41.1453   -38.8
> 0672
        d_dist182 |  -51.10297   .7324333   -69.77   0.000    -52.54462   -49.6
> 6133
        d_dist183 |  -50.94872   .5927443   -85.95   0.000    -52.11541   -49.7
> 8202
        d_dist184 |  -49.34723   .7609712   -64.85   0.000    -50.84504   -47.8
> 4941
        d_dist185 |  -7.322222   .8138295    -9.00   0.000    -8.924077   -5.72
> 0367
        d_dist186 |   -39.9603   1.222268   -32.69   0.000    -42.36608   -37.5
> 5452
        d_dist187 |   -50.9553   1.222268   -41.69   0.000    -53.36108   -48.5
> 4952
        d_dist188 |   -54.8203   1.222268   -44.85   0.000    -57.22608   -52.4
> 1452
        d_dist189 |  -36.31066   1.086516   -33.42   0.000    -38.44924   -34.1
> 7207
        d_dist190 |  -26.21871   .9577938   -27.37   0.000    -28.10392   -24.3
> 3349
        d_dist191 |  -5.814029   .8698131    -6.68   0.000    -7.526077   -4.10
> 1982
        d_dist192 |  -2.900649   .8972001    -3.23   0.001    -4.666602   -1.13
> 4696
        d_dist193 |   -25.4869   .6543261   -38.95   0.000    -26.77481     -24
> .199
        d_dist194 |  -30.20576   1.033612   -29.22   0.000    -32.24021   -28.1
> 7131
        d_dist195 |   6.632933   1.615884     4.10   0.000     3.452399    9.81
> 3468
        d_dist196 |  -5.791036   .8452778    -6.85   0.000    -7.454791   -4.12
> 7282
        d_dist197 |   4.008248   .6002673     6.68   0.000     2.826746     5.1
> 8975
        d_dist198 |          0  (omitted)
        d_dist199 |  -23.31716   .6272339   -37.17   0.000    -24.55174   -22.0
> 8258
        d_dist200 |  -28.08234   .8980939   -31.27   0.000    -29.85005   -26.3
> 1463
        d_dist201 |   -4.43537   .7034203    -6.31   0.000    -5.819907   -3.05
> 0832
        d_dist202 |  -40.32595   .1746064  -230.95   0.000    -40.66963   -39.9
> 8228
        d_dist203 |  -28.86105   .0409019  -705.62   0.000    -28.94156   -28.7
> 8054
        d_dist204 |   3.930606   .7182569     5.47   0.000     2.516866    5.34
> 4346
        d_dist205 |   -29.6975   4.21e-08 -7.0e+08   0.000     -29.6975    -29.
> 6975
        d_dist206 |  -6.885278   .1665788   -41.33   0.000    -7.213154   -6.55
> 7402
        d_dist207 |   4.255875   .0051447   827.24   0.000     4.245748    4.26
> 6001
        d_dist208 |  -34.07506   .1679315  -202.91   0.000     -34.4056   -33.7
> 4452
        d_dist209 |  -18.33616   .0467623  -392.11   0.000    -18.42821   -18.2
> 4412
        d_dist210 |          0  (omitted)
        d_dist211 |   -3.34887   .1341927   -24.96   0.000    -3.613001    -3.0
> 8474
        d_dist212 |  -20.48962   .4543827   -45.09   0.000    -21.38398   -19.5
> 9526
        d_dist213 |  -34.92072   .0114854 -3040.45   0.000    -34.94333   -34.8
> 9812
        d_dist214 |  -28.26507   .0094287 -2997.77   0.000    -28.28363   -28.2
> 4651
        d_dist215 |   21.94723   .0495529   442.91   0.000      21.8497    22.0
> 4477
        d_dist216 |   28.68685   .0387242   740.80   0.000     28.61063    28.7
> 6307
        d_dist217 |     33.192   .6609602    50.22   0.000     31.89104    34.4
> 9297
        d_dist218 |   35.99095   1.294109    27.81   0.000     33.44377    38.5
> 3814
        d_dist219 |   36.38696   1.246641    29.19   0.000     33.93321    38.8
> 4072
        d_dist220 |          0  (omitted)
        d_dist221 |   32.83796   .8021658    40.94   0.000     31.25906    34.4
> 1685
        d_dist222 |   38.32312   1.093217    35.06   0.000     36.17135    40.4
> 7489
        d_dist223 |    2.98117   1.475455     2.02   0.044     .0770414    5.88
> 5298
        d_dist224 |   9.536705   .9222215    10.34   0.000     7.721503    11.3
> 5191
        d_dist225 |  -17.02006   1.019353   -16.70   0.000    -19.02644   -15.0
> 1367
        d_dist226 |   28.77639   .8061577    35.70   0.000     27.18964    30.3
> 6315
        d_dist227 |   8.001644   .7293224    10.97   0.000     6.566124    9.43
> 7164
        d_dist228 |    33.1351   .9249382    35.82   0.000     31.31455    34.9
> 5565
        d_dist229 |    25.0863   1.046223    23.98   0.000     23.02702    27.1
> 4557
        d_dist230 |   26.73451   .7910732    33.80   0.000     25.17745    28.2
> 9158
        d_dist231 |   -5.43624   .3672695   -14.80   0.000    -6.159134   -4.71
> 3346
        d_dist232 |   19.38028   .1515343   127.89   0.000     19.08202    19.6
> 7855
        d_dist233 |   41.50976   .6303292    65.85   0.000     40.26909    42.7
> 5043
        d_dist234 |          0  (omitted)
        d_dist235 |   53.70772   2.534809    21.19   0.000     48.71847    58.6
> 9697
        d_dist236 |   52.42066   .9463454    55.39   0.000     50.55797    54.2
> 8334
        d_dist237 |    31.8895   .4433208    71.93   0.000     31.01691    32.7
> 6209
        d_dist238 |  -48.75833   4.117287   -11.84   0.000    -56.86236    -40.
> 6543
        d_dist239 |          0  (omitted)
        d_dist240 |  -53.27368   4.221835   -12.62   0.000    -61.58349   -44.9
> 6387
        d_dist241 |  -48.17945   4.125513   -11.68   0.000    -56.29967   -40.0
> 5924
        d_dist242 |  -32.95857   4.215294    -7.82   0.000     -41.2555   -24.6
> 6164
        d_dist243 |  -4.623295     .23737   -19.48   0.000    -5.090509   -4.15
> 6082
        d_dist244 |          0  (omitted)
        d_dist245 |   45.66444   .6171639    73.99   0.000     44.44968     46.
> 8792
        d_dist246 |   40.78365   .1389331   293.55   0.000     40.51019    41.0
> 5711
        d_dist247 |   62.48228    .454705   137.41   0.000     61.58729    63.3
> 7728
        d_dist248 |   42.91715   .4694156    91.43   0.000     41.99321     43.
> 8411
        d_dist249 |   39.66412   .3496984   113.42   0.000     38.97581    40.3
> 5243
        d_dist250 |   40.25883    .305794   131.65   0.000     39.65693    40.8
> 6072
        d_dist251 |   57.76602   .6335462    91.18   0.000     56.51902    59.0
> 1303
        d_dist252 |   51.83298   .3924665   132.07   0.000     51.06049    52.6
> 0547
        d_dist253 |   22.75859    .378681    60.10   0.000     22.01323    23.5
> 0394
        d_dist254 |   23.06699   .4482083    51.46   0.000     22.18478     23.
> 9492
        d_dist255 |   28.66768   .2697696   106.27   0.000      28.1367    29.1
> 9867
        d_dist256 |   -2.98507   .2566381   -11.63   0.000    -3.490209   -2.47
> 9932
        d_dist257 |   47.84887   .3708723   129.02   0.000     47.11889    48.5
> 7886
        d_dist258 |   53.09072   .8933687    59.43   0.000     51.33231    54.8
> 4913
        d_dist259 |   29.46828   .5136461    57.37   0.000     28.45727    30.4
> 7928
        d_dist260 |   52.70421   .2350085   224.27   0.000     52.24165    53.1
> 6678
        d_dist261 |   67.78889   .7718557    87.83   0.000     66.26965    69.3
> 0813
        d_dist262 |          0  (omitted)
        d_dist263 |   6.501111   .0503362   129.15   0.000     6.402034    6.60
> 0187
        d_dist264 |  -5.969296   .1164345   -51.27   0.000    -6.198474   -5.74
> 0119
        d_dist265 |  -29.62189   .0458442  -646.14   0.000    -29.71213   -29.5
> 3166
        d_dist266 |  -40.24362   .0679503  -592.25   0.000    -40.37736   -40.1
> 0987
        d_dist267 |   -39.8328   .0462719  -860.84   0.000    -39.92388   -39.7
> 4172
        d_dist268 |    3.81638   .0679503    56.16   0.000     3.682634    3.95
> 0127
        d_dist269 |  -45.54266   .0237305 -1919.16   0.000    -45.58936   -45.4
> 9595
        d_dist270 |  -57.15738   .0236004 -2421.88   0.000    -57.20383   -57.1
> 1093
        d_dist271 |  -32.66341   2.190402   -14.91   0.000    -36.97476   -28.3
> 5205
        d_dist272 |  -27.97108   2.167213   -12.91   0.000    -32.23679   -23.7
> 0537
        d_dist273 |  -26.20015    2.16426   -12.11   0.000    -30.46004   -21.9
> 4025
        d_dist274 |          0  (omitted)
        d_dist275 |  -3.321573   .4902794    -6.77   0.000    -4.286587   -2.35
> 6559
        d_dist276 |  -33.55671   2.154351   -15.58   0.000    -37.79711   -29.3
> 1632
        d_dist277 |  -54.68441   2.153993   -25.39   0.000     -58.9241   -50.4
> 4472
        d_dist278 |  -14.42321   2.213431    -6.52   0.000    -18.77989   -10.0
> 6653
        d_dist279 |  -31.27825   2.195042   -14.25   0.000    -35.59874   -26.9
> 5777
        d_dist280 |          0  (omitted)
        d_dist281 |  -30.54585   .1270449  -240.43   0.000    -30.79592   -30.2
> 9579
        d_dist282 |    -26.638    .678828   -39.24   0.000    -27.97414   -25.3
> 0187
        d_dist283 |  -44.76974   .3145069  -142.35   0.000    -45.38878    -44.
> 1507
        d_dist284 |   9.651882   .0547019   176.44   0.000     9.544213    9.75
> 9552
        d_dist285 |   10.16719   .7976864    12.75   0.000     8.597113    11.7
> 3727
        d_dist286 |  -35.60342   .9277637   -38.38   0.000    -37.42953   -33.7
> 7731
        d_dist287 |   -12.5374   .9387691   -13.36   0.000    -14.38517   -10.6
> 8962
            inter |  -.7873975   .3725391    -2.11   0.035    -1.520664   -.054
> 1314
cum_count_turbine |  -.0066504   .0055473    -1.20   0.232     -.017569    .004
> 2683
            _cons |   30.62095   3.957522     7.74   0.000     22.83139    38.4
> 1052
-------------------------------------------------------------------------------
----
note: d_sy16 omitted because of collinearity
note: d_sy18 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist12 omitted because of collinearity
note: d_dist68 omitted because of collinearity
note: d_dist83 omitted because of collinearity
note: d_dist94 omitted because of collinearity
note: d_dist101 omitted because of collinearity
note: d_dist105 omitted because of collinearity
note: d_dist122 omitted because of collinearity
note: d_dist129 omitted because of collinearity
note: d_dist142 omitted because of collinearity
note: d_dist152 omitted because of collinearity
note: d_dist156 omitted because of collinearity
note: d_dist166 omitted because of collinearity
note: d_dist201 omitted because of collinearity
note: d_dist211 omitted because of collinearity
note: d_dist229 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist247 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist275 omitted because of collinearity
note: d_dist287 omitted because of collinearity

Linear regression                               Number of obs     =      1,046
                                                F(67, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.7384
                                                Root MSE          =     8.8362

                               (Std. Err. adjusted for 287 clusters in district
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
               d_sy1 |  -33.44083   8.600066    -3.89   0.000    -50.36828   -1
> 6.51338
               d_sy2 |  -42.42967   7.598644    -5.58   0.000    -57.38603   -2
> 7.47331
               d_sy3 |  -47.39541   6.186298    -7.66   0.000    -59.57186   -3
> 5.21897
               d_sy4 |   -50.3808   4.425841   -11.38   0.000    -59.09216   -4
> 1.66945
               d_sy5 |  -40.44607   7.516334    -5.38   0.000    -55.24042   -2
> 5.65172
               d_sy6 |  -40.47329   6.588977    -6.14   0.000    -53.44233   -2
> 7.50426
               d_sy7 |  -40.74407    5.73114    -7.11   0.000    -52.02463    -
> 29.4635
               d_sy8 |  -47.83689   4.069741   -11.75   0.000    -55.84733   -3
> 9.82644
               d_sy9 |  -38.20306   7.748041    -4.93   0.000    -53.45348   -2
> 2.95264
              d_sy10 |  -33.37077   8.225327    -4.06   0.000    -49.56062   -1
> 7.18091
              d_sy11 |   -42.4453   4.891061    -8.68   0.000    -52.07234   -3
> 2.81826
              d_sy12 |  -45.76737   3.125329   -14.64   0.000    -51.91894   -3
> 9.61581
              d_sy13 |  -8.093709   4.394885    -1.84   0.067    -16.74413    .
> 5567147
              d_sy14 |  -3.710417   3.063024    -1.21   0.227    -9.739347    2
> .318513
              d_sy15 |   5.940413   1.485518     4.00   0.000     3.016478    8
> .864348
              d_sy16 |          0  (omitted)
              d_sy17 |   15.54263   7.236131     2.15   0.033     1.299803    2
> 9.78546
              d_sy18 |          0  (omitted)
              d_sy19 |   3.572866   2.365538     1.51   0.132    -1.083206    8
> .228938
              d_sy20 |   1.855829   6.026552     0.31   0.758    -10.00619    1
> 3.71785
              d_sy21 |  -44.24517   7.628596    -5.80   0.000    -59.26048   -2
> 9.22985
              d_sy22 |  -46.16855   6.058068    -7.62   0.000     -58.0926    -
> 34.2445
              d_sy23 |   -46.1933   5.200937    -8.88   0.000    -56.43027   -3
> 5.95633
              d_sy24 |  -52.87794   2.804342   -18.86   0.000     -58.3977   -4
> 7.35817
              d_sy25 |  -36.50221   7.516824    -4.86   0.000    -51.29752    -
> 21.7069
              d_sy26 |  -44.77968   5.810781    -7.71   0.000      -56.217   -3
> 3.34236
              d_sy27 |  -37.48495    4.54656    -8.24   0.000    -46.43392   -2
> 8.53599
              d_sy28 |  -44.48635   3.325065   -13.38   0.000    -51.03105   -3
> 7.94164
              d_sy29 |  -6.194862   7.760905    -0.80   0.425     -21.4706    9
> .080875
              d_sy30 |  -13.56309   5.483208    -2.47   0.014    -24.35565   -2
> .770529
              d_sy31 |  -15.19499   2.132259    -7.13   0.000     -19.3919   -1
> 0.99808
              d_sy32 |          0  (omitted)
              d_sy33 |  -36.55354   7.585036    -4.82   0.000    -51.48311   -2
> 1.62397
              d_sy34 |  -30.85133   7.207654    -4.28   0.000    -45.03811   -1
> 6.66456
              d_sy35 |  -37.22266   5.010872    -7.43   0.000    -47.08552   -2
> 7.35979
              d_sy36 |  -44.66544   4.676854    -9.55   0.000    -53.87086   -3
> 5.46002
              d_sy37 |  -24.80163   7.835198    -3.17   0.002     -40.2236   -9
> .379665
              d_sy38 |  -19.38012   5.592504    -3.47   0.001    -30.38781    -
> 8.37243
              d_sy39 |  -23.02953   5.990095    -3.84   0.000    -34.81979   -1
> 1.23926
              d_sy40 |  -49.13025   5.440296    -9.03   0.000    -59.83835   -3
> 8.42216
              d_sy41 |  -47.84272   7.670086    -6.24   0.000     -62.9397   -3
> 2.74574
              d_sy42 |  -47.28745     6.9116    -6.84   0.000    -60.89151    -
> 33.6834
              d_sy43 |  -52.08874   4.440192   -11.73   0.000    -60.82834   -4
> 3.34914
              d_sy44 |  -55.53354   3.034234   -18.30   0.000     -61.5058   -4
> 9.56127
              d_sy45 |  -22.58266   8.990933    -2.51   0.013    -40.27946   -4
> .885868
              d_sy46 |  -24.86741   7.602787    -3.27   0.001    -39.83192   -9
> .902896
              d_sy47 |  -23.35912    4.97418    -4.70   0.000    -33.14977   -1
> 3.56848
              d_sy48 |  -30.63695   3.349562    -9.15   0.000    -37.22987   -2
> 4.04403
              d_sy49 |  -29.98499   7.803009    -3.84   0.000     -45.3436   -1
> 4.62638
              d_sy50 |  -30.66632   6.352697    -4.83   0.000    -43.17029   -1
> 8.16235
              d_sy51 |  -27.29224   5.526255    -4.94   0.000    -38.16953   -1
> 6.41495
              d_sy52 |  -33.00338   7.405989    -4.46   0.000    -47.58054   -1
> 8.42622
              d_sy53 |   -29.7804   8.037956    -3.70   0.000    -45.60145   -1
> 3.95934
              d_sy54 |  -35.39883     6.4156    -5.52   0.000    -48.02661   -2
> 2.77104
              d_sy55 |  -39.58997   6.070442    -6.52   0.000    -51.53838   -2
> 7.64156
              d_sy56 |  -38.61809   4.012111    -9.63   0.000    -46.51511   -3
> 0.72108
              d_sy57 |   20.83747   3.946857     5.28   0.000      13.0689    2
> 8.60604
              d_sy58 |    5.49256     2.6284     2.09   0.038     .3190977    1
> 0.66602
              d_sy59 |    12.3598   2.406688     5.14   0.000     7.622737    1
> 7.09687
              d_sy60 |          0  (omitted)
              d_sy61 |  -41.19447   7.951499    -5.18   0.000    -56.84535   -2
> 5.54359
              d_sy62 |  -41.11233   7.040392    -5.84   0.000    -54.96989   -2
> 7.25478
              d_sy63 |  -44.67418   5.636377    -7.93   0.000    -55.76822   -3
> 3.58014
              d_sy64 |  -48.53364   4.783134   -10.15   0.000    -57.94825   -3
> 9.11903
              d_sy65 |  -48.06283   7.987753    -6.02   0.000    -63.78507   -3
> 2.34059
              d_sy66 |  -48.47159   6.440023    -7.53   0.000    -61.14744   -3
> 5.79574
              d_sy67 |  -51.22432   4.936757   -10.38   0.000    -60.94131   -4
> 1.50734
              d_sy68 |  -60.52579   4.279629   -14.14   0.000    -68.94936   -5
> 2.10223
              d_sy69 |  -34.29809   7.841066    -4.37   0.000    -49.73161   -1
> 8.86458
              d_sy70 |  -33.69405   7.066236    -4.77   0.000    -47.60247   -1
> 9.78562
              d_sy71 |  -36.56608   5.974697    -6.12   0.000    -48.32603   -2
> 4.80612
              d_sy72 |  -39.12193   5.438117    -7.19   0.000    -49.82574   -2
> 8.41812
              d_sy73 |  -42.47462   7.945783    -5.35   0.000    -58.11425   -2
> 6.83499
              d_sy74 |  -49.88648   5.936864    -8.40   0.000    -61.57197     
> -38.201
              d_sy75 |  -50.87615   4.480459   -11.36   0.000    -59.69501    -
> 42.0573
              d_sy76 |  -54.97006   3.458682   -15.89   0.000    -61.77776   -4
> 8.16236
              d_sy77 |  -22.95669   15.33915    -1.50   0.136    -53.14863    7
> .235259
              d_sy78 |  -38.90808   9.332066    -4.17   0.000    -57.27632   -2
> 0.53984
              d_sy79 |   -36.5778   7.413938    -4.93   0.000     -51.1706   -2
> 1.98499
              d_sy80 |  -25.47912   8.375311    -3.04   0.003    -41.96419    -
> 8.99405
              d_sy81 |   -28.7463   8.597761    -3.34   0.001    -45.66921   -1
> 1.82339
              d_sy82 |  -29.19528   7.202467    -4.05   0.000    -43.37185   -1
> 5.01872
              d_sy83 |  -10.22281   11.08745    -0.92   0.357    -32.04617    1
> 1.60055
              d_sy84 |  -33.45653   6.205456    -5.39   0.000    -45.67068   -2
> 1.24237
              d_sy85 |  -11.34393   8.645807    -1.31   0.191    -28.36142    5
> .673552
              d_sy86 |  -26.69564    6.73583    -3.96   0.000    -39.95372   -1
> 3.43755
              d_sy87 |  -26.14437    5.75485    -4.54   0.000     -37.4716   -1
> 4.81714
              d_sy88 |  -30.13662   5.049248    -5.97   0.000    -40.07502   -2
> 0.19822
              d_sy89 |   -16.9162   7.976849    -2.12   0.035    -32.61698   -1
> .215425
              d_sy90 |  -19.41642   8.834778    -2.20   0.029    -36.80586   -2
> .026991
              d_sy91 |  -10.77703   9.296999    -1.16   0.247    -29.07625    7
> .522196
              d_sy92 |  -24.29236   5.616432    -4.33   0.000    -35.34714   -1
> 3.23757
              d_sy93 |  -35.85423   7.849325    -4.57   0.000    -51.30401   -2
> 0.40446
              d_sy94 |  -36.59842   6.636132    -5.52   0.000    -49.66027   -2
> 3.53657
              d_sy95 |  -36.48624    5.24486    -6.96   0.000    -46.80967   -2
> 6.16282
              d_sy96 |  -40.02832   4.908436    -8.16   0.000    -49.68957   -3
> 0.36708
              d_sy97 |  -36.08912   9.073788    -3.98   0.000      -53.949   -1
> 8.22925
              d_sy98 |  -40.84679   9.443269    -4.33   0.000    -59.43392   -2
> 2.25967
              d_sy99 |  -36.91795    9.50328    -3.88   0.000     -55.6232   -1
> 8.21271
             d_sy100 |  -47.87255      4.911    -9.75   0.000    -57.53884   -3
> 8.20626
             d_dist1 |  -3.338279     2.2092    -1.51   0.132    -7.686633    1
> .010074
             d_dist2 |    5.89062   1.234703     4.77   0.000     3.460363    8
> .320877
             d_dist3 |   14.10049   1.948562     7.24   0.000     10.26515    1
> 7.93583
             d_dist4 |   18.03522   1.478094    12.20   0.000      15.1259    2
> 0.94454
             d_dist5 |  -4.134874   1.277734    -3.24   0.001    -6.649829   -1
> .619918
             d_dist6 |   26.89801   1.235655    21.77   0.000     24.46588    2
> 9.33014
             d_dist7 |    5.50131   1.339551     4.11   0.000     2.864681     
> 8.13794
             d_dist8 |          0  (omitted)
             d_dist9 |    12.8906   .7825609    16.47   0.000     11.35029    1
> 4.43091
            d_dist10 |   4.601534   .7653678     6.01   0.000     3.095066    6
> .108002
            d_dist11 |  -1.532828   1.013978    -1.51   0.132    -3.528635    .
> 4629776
            d_dist12 |          0  (omitted)
            d_dist13 |   16.71085   .0479609   348.43   0.000     16.61645    1
> 6.80525
            d_dist14 |   14.69241   .7739898    18.98   0.000     13.16898    1
> 6.21585
            d_dist15 |    23.6612   1.404031    16.85   0.000     20.89766    2
> 6.42475
            d_dist16 |   28.99767   1.032052    28.10   0.000     26.96629    3
> 1.02906
            d_dist17 |   31.50514   .8987324    35.06   0.000     29.73617     
> 33.2741
            d_dist18 |   9.261737   3.066611     3.02   0.003     3.225746    1
> 5.29773
            d_dist19 |  -3.638502   .9119973    -3.99   0.000     -5.43358   -1
> .843424
            d_dist20 |   19.74511   .8390094    23.53   0.000      18.0937    2
> 1.39653
            d_dist21 |   17.33784   .8543299    20.29   0.000     15.65627    1
> 9.01941
            d_dist22 |   16.21611   .8252724    19.65   0.000     14.59173    1
> 7.84049
            d_dist23 |   14.73862   .9545812    15.44   0.000     12.85972    1
> 6.61751
            d_dist24 |   16.38362   .9545812    17.16   0.000     14.50472    1
> 8.26251
            d_dist25 |   15.10295   .8092117    18.66   0.000     13.51019    1
> 6.69572
            d_dist26 |   15.51541   .7979963    19.44   0.000     13.94472     
> 17.0861
            d_dist27 |   18.45955   .7210564    25.60   0.000      17.0403     
> 19.8788
            d_dist28 |   18.50917   1.211934    15.27   0.000     16.12373    2
> 0.89461
            d_dist29 |    20.3632   .8441851    24.12   0.000     18.70159     
> 22.0248
            d_dist30 |   43.01434   1.363687    31.54   0.000      40.3302    4
> 5.69847
            d_dist31 |   6.231318   1.362512     4.57   0.000     3.549495    8
> .913141
            d_dist32 |   3.447511    .839065     4.11   0.000     1.795986    5
> .099037
            d_dist33 |   3.593055   1.034786     3.47   0.001     1.556293    5
> .629816
            d_dist34 |    .014558   .9336676     0.02   0.988    -1.823174     
> 1.85229
            d_dist35 |   9.805692   1.273158     7.70   0.000     7.299743    1
> 2.31164
            d_dist36 |   25.15727   .7786438    32.31   0.000     23.62467    2
> 6.68986
            d_dist37 |   12.04067   .9210785    13.07   0.000     10.22772    1
> 3.85363
            d_dist38 |   19.09182   1.712488    11.15   0.000     15.72114     
> 22.4625
            d_dist39 |   33.88112   .9545812    35.49   0.000     32.00222    3
> 5.76001
            d_dist40 |   35.62657   .9489286    37.54   0.000      33.7588    3
> 7.49434
            d_dist41 |   37.22666   .7411434    50.23   0.000     35.76788    3
> 8.68545
            d_dist42 |   19.27612   .9545812    20.19   0.000     17.39722    2
> 1.15501
            d_dist43 |   30.30612   .9545812    31.75   0.000     28.42722    3
> 2.18501
            d_dist44 |   8.567735   .8667223     9.89   0.000     6.861771     
> 10.2737
            d_dist45 |   31.23362   .9545812    32.72   0.000     29.35472    3
> 3.11251
            d_dist46 |   30.03273   .9264255    32.42   0.000     28.20926    3
> 1.85621
            d_dist47 |   8.433619   .9545812     8.83   0.000     6.554723    1
> 0.31251
            d_dist48 |   9.179309   .8552243    10.73   0.000     7.495976    1
> 0.86264
            d_dist49 |   14.96121   1.259605    11.88   0.000     12.48194    1
> 7.44048
            d_dist50 |    15.6139   .9600121    16.26   0.000     13.72432    1
> 7.50349
            d_dist51 |     7.5181   1.898886     3.96   0.000     3.780535    1
> 1.25567
            d_dist52 |   .4045846   .7846203     0.52   0.607    -1.139778    1
> .948947
            d_dist53 |   2.267252   1.139424     1.99   0.048      .024531    4
> .509973
            d_dist54 |   3.739931   .7897986     4.74   0.000     2.185376    5
> .294486
            d_dist55 |   6.211119   .9545812     6.51   0.000     4.332223    8
> .090014
            d_dist56 |   5.463299   1.184365     4.61   0.000     3.132121    7
> .794476
            d_dist57 |   6.674953   .7634807     8.74   0.000     5.172199    8
> .177707
            d_dist58 |  -.0163812   .9545812    -0.02   0.986    -1.895277    1
> .862515
            d_dist59 |     8.9843   .9516069     9.44   0.000     7.111258    1
> 0.85734
            d_dist60 |   10.86074    .906594    11.98   0.000     9.076295    1
> 2.64518
            d_dist61 |   11.56279   .9189145    12.58   0.000     9.754097    1
> 3.37148
            d_dist62 |   20.24704   1.778893    11.38   0.000     16.74566    2
> 3.74842
            d_dist63 |   5.735035   2.136257     2.68   0.008     1.530255    9
> .939814
            d_dist64 |  -2.593174   2.175257    -1.19   0.234    -6.874717    1
> .688369
            d_dist65 |  -11.64856   3.201808    -3.64   0.000    -17.95065   -5
> .346462
            d_dist66 |   9.233146   .0488845   188.88   0.000     9.136927    9
> .329365
            d_dist67 |   .9271406   2.106891     0.44   0.660    -3.219838    5
> .074119
            d_dist68 |          0  (omitted)
            d_dist69 |  -26.66927   3.070836    -8.68   0.000    -32.71358   -2
> 0.62497
            d_dist70 |  -27.66202   3.238991    -8.54   0.000    -34.03731   -2
> 1.28674
            d_dist71 |  -52.64413   6.419158    -8.20   0.000    -65.27891   -4
> 0.00934
            d_dist72 |  -35.25136   6.030402    -5.85   0.000    -47.12096   -2
> 3.38176
            d_dist73 |   31.48216   1.123428    28.02   0.000     29.27093     
> 33.6934
            d_dist74 |   37.54883    1.12516    33.37   0.000     35.33418    3
> 9.76348
            d_dist75 |   22.65633    1.12516    20.14   0.000     20.44168    2
> 4.87098
            d_dist76 |   33.13133    1.12516    29.45   0.000     30.91668    3
> 5.34597
            d_dist77 |   23.43955   .7699307    30.44   0.000      21.9241     
>  24.955
            d_dist78 |   6.068996    1.36507     4.45   0.000     3.382137    8
> .755855
            d_dist79 |    32.2217   1.120152    28.77   0.000     30.01692    3
> 4.42649
            d_dist80 |  -.3804768    1.20887    -0.31   0.753    -2.759888    1
> .998934
            d_dist81 |   20.72067   1.117358    18.54   0.000     18.52138    2
> 2.91996
            d_dist82 |   2.290916   1.602083     1.43   0.154    -.8624518    5
> .444285
            d_dist83 |          0  (omitted)
            d_dist84 |   23.63548   1.126244    20.99   0.000     21.41871    2
> 5.85226
            d_dist85 |   7.424621   1.118442     6.64   0.000     5.223199    9
> .626043
            d_dist86 |    5.15094   .9183375     5.61   0.000     3.343382    6
> .958497
            d_dist87 |   9.176443    .887969    10.33   0.000     7.428659    1
> 0.92423
            d_dist88 |   13.16562   1.095533    12.02   0.000     11.00929    1
> 5.32195
            d_dist89 |   15.26277   1.415885    10.78   0.000     12.47589    1
> 8.04964
            d_dist90 |   17.66985   .3999092    44.18   0.000     16.88271    1
> 8.45699
            d_dist91 |   13.59605   1.117045    12.17   0.000     11.39737    1
> 5.79472
            d_dist92 |   8.826093   1.011733     8.72   0.000     6.834705    1
> 0.81748
            d_dist93 |  -4.887091   .6669542    -7.33   0.000    -6.199852   -3
> .574329
            d_dist94 |          0  (omitted)
            d_dist95 |   4.030444   .1611314    25.01   0.000      3.71329    4
> .347598
            d_dist96 |   9.272002   .6802681    13.63   0.000     7.933035    1
> 0.61097
            d_dist97 |   5.689012   .6697896     8.49   0.000      4.37067    7
> .007355
            d_dist98 |  -.8440423   .7935793    -1.06   0.288    -2.406039    .
> 7179545
            d_dist99 |  -7.342756   .5938677   -12.36   0.000    -8.511662    -
> 6.17385
           d_dist100 |  -8.388434     1.5496    -5.41   0.000     -11.4385   -5
> .338367
           d_dist101 |          0  (omitted)
           d_dist102 |  -37.34003   1.450451   -25.74   0.000    -40.19494   -3
> 4.48511
           d_dist103 |   -28.1498   1.723341   -16.33   0.000    -31.54184   -2
> 4.75776
           d_dist104 |  -22.12815    .980848   -22.56   0.000    -24.05874   -2
> 0.19755
           d_dist105 |          0  (omitted)
           d_dist106 |   6.736572   .6348744    10.61   0.000     5.486953    7
> .986191
           d_dist107 |   5.425083    1.89669     2.86   0.005      1.69184    9
> .158326
           d_dist108 |   20.00282   .7280875    27.47   0.000     18.56973    2
> 1.43591
           d_dist109 |   15.20533   .9409931    16.16   0.000     13.35318    1
> 7.05748
           d_dist110 |   .8693964   .5647117     1.54   0.125    -.2421218    1
> .980915
           d_dist111 |   20.45208   .6768151    30.22   0.000     19.11991    2
> 1.78425
           d_dist112 |   13.30289   .5508904    24.15   0.000     12.21858    1
> 4.38721
           d_dist113 |   13.20561   2.081144     6.35   0.000      9.10931    1
> 7.30191
           d_dist114 |   18.47271   2.048473     9.02   0.000     14.44071    2
> 2.50471
           d_dist115 |   11.17117   1.698177     6.58   0.000     7.828655    1
> 4.51368
           d_dist116 |   10.85774   1.705956     6.36   0.000     7.499914    1
> 4.21556
           d_dist117 |   10.13048   2.169504     4.67   0.000      5.86026     
> 14.4007
           d_dist118 |  -4.790295   1.435044    -3.34   0.001    -7.614883   -1
> .965708
           d_dist119 |   8.585022   1.692246     5.07   0.000     5.254185    1
> 1.91586
           d_dist120 |   29.02201   1.935245    15.00   0.000     25.21288    3
> 2.83114
           d_dist121 |   16.36672   1.645386     9.95   0.000     13.12812    1
> 9.60533
           d_dist122 |          0  (omitted)
           d_dist123 |   17.46953   2.088261     8.37   0.000     13.35922    2
> 1.57984
           d_dist124 |   16.73836    2.07739     8.06   0.000     12.64945    2
> 0.82727
           d_dist125 |   14.43571    2.07314     6.96   0.000     10.35517    1
> 8.51626
           d_dist126 |   14.71753   1.236656    11.90   0.000     12.28343    1
> 7.15164
           d_dist127 |   17.22534    1.25253    13.75   0.000        14.76    1
> 9.69069
           d_dist128 |   13.41199   1.235629    10.85   0.000     10.97991    1
> 5.84407
           d_dist129 |          0  (omitted)
           d_dist130 |    10.6146   1.232957     8.61   0.000     8.187777    1
> 3.04142
           d_dist131 |   2.413207   1.252673     1.93   0.055     -.052421    4
> .878834
           d_dist132 |   19.98678   1.285735    15.55   0.000     17.45607    2
> 2.51748
           d_dist133 |   7.130706   1.252673     5.69   0.000     4.665079    9
> .596334
           d_dist134 |   20.75571   1.252673    16.57   0.000     18.29008    2
> 3.22133
           d_dist135 |   36.04318   2.078161    17.34   0.000     31.95275    4
> 0.13361
           d_dist136 |   37.89571   1.252673    30.25   0.000     35.43008    4
> 0.36134
           d_dist137 |   26.44894   1.235246    21.41   0.000     24.01761    2
> 8.88026
           d_dist138 |  -16.44707   3.881285    -4.24   0.000    -24.08658   -8
> .807567
           d_dist139 |  -16.52148   1.939628    -8.52   0.000    -20.33924   -1
> 2.70372
           d_dist140 |   -10.7981   1.757625    -6.14   0.000    -14.25763   -7
> .338584
           d_dist141 |  -8.918206   1.085688    -8.21   0.000    -11.05516   -6
> .781253
           d_dist142 |          0  (omitted)
           d_dist143 |  -21.86733   1.835607   -11.91   0.000    -25.48034   -1
> 8.25432
           d_dist144 |  -8.543655   2.469383    -3.46   0.001    -13.40413   -3
> .683184
           d_dist145 |  -12.82363   1.055733   -12.15   0.000    -14.90162   -1
> 0.74564
           d_dist146 |   11.63987    1.71212     6.80   0.000      8.26991    1
> 5.00982
           d_dist147 |  -4.173144   1.692543    -2.47   0.014    -7.504566   -.
> 8417228
           d_dist148 |  -7.358539   2.550714    -2.88   0.004    -12.37909   -2
> .337985
           d_dist149 |  -7.459316   1.690594    -4.41   0.000     -10.7869   -4
> .131731
           d_dist150 |  -9.016118   2.485078    -3.63   0.000    -13.90748   -4
> .124756
           d_dist151 |  -5.088311   1.751863    -2.90   0.004    -8.536491   -1
> .640131
           d_dist152 |          0  (omitted)
           d_dist153 |   2.696444   1.785256     1.51   0.132    -.8174626    6
> .210351
           d_dist154 |   7.555787   2.187217     3.45   0.001     3.250702    1
> 1.86087
           d_dist155 |   3.279405   .0448772    73.08   0.000     3.191073    3
> .367736
           d_dist156 |          0  (omitted)
           d_dist157 |  -13.26976   .5847459   -22.69   0.000    -14.42071   -1
> 2.11881
           d_dist158 |  -57.33543   3.960998   -14.47   0.000    -65.13184   -4
> 9.53903
           d_dist159 |  -57.63054   3.824878   -15.07   0.000    -65.15902   -5
> 0.10206
           d_dist160 |   22.09517   .6589375    33.53   0.000     20.79819    2
> 3.39215
           d_dist161 |   8.256145   .6754955    12.22   0.000     6.926572    9
> .585719
           d_dist162 |   .9300069   .6109234     1.52   0.129    -.2724696    2
> .132483
           d_dist163 |   11.86961   .5995644    19.80   0.000     10.68949    1
> 3.04972
           d_dist164 |   3.482989   .3639174     9.57   0.000     2.766693    4
> .199286
           d_dist165 |   8.926763   .8558727    10.43   0.000     7.242154    1
> 0.61137
           d_dist166 |          0  (omitted)
           d_dist167 |   13.54907   .3776319    35.88   0.000     12.80578    1
> 4.29236
           d_dist168 |   11.79659   .3720408    31.71   0.000      11.0643    1
> 2.52887
           d_dist169 |   40.55142   .5818478    69.69   0.000     39.40617    4
> 1.69667
           d_dist170 |   9.916265   .3673112    27.00   0.000     9.193289    1
> 0.63924
           d_dist171 |   4.717848   .5154936     9.15   0.000     3.703206    5
> .732491
           d_dist172 |   21.55955   1.142046    18.88   0.000     19.31167    2
> 3.80743
           d_dist173 |   7.733959    1.70986     4.52   0.000     4.368454    1
> 1.09947
           d_dist174 |   16.61604   1.340863    12.39   0.000     13.97683    1
> 9.25525
           d_dist175 |   15.17653   1.320725    11.49   0.000     12.57695     
> 17.7761
           d_dist176 |   12.94496   1.255935    10.31   0.000     10.47291    1
> 5.41701
           d_dist177 |    28.6969   1.181403    24.29   0.000     26.37155    3
> 1.02225
           d_dist178 |   48.64797   1.199781    40.55   0.000     46.28645     
> 51.0095
           d_dist179 |   35.19711   1.329731    26.47   0.000     32.57981    3
> 7.81442
           d_dist180 |   32.64283   1.158413    28.18   0.000     30.36273    3
> 4.92293
           d_dist181 |   34.73437   1.201063    28.92   0.000     32.37033    3
> 7.09842
           d_dist182 |   45.36878   1.163588    38.99   0.000     43.07849    4
> 7.65906
           d_dist183 |   47.36342   1.860083    25.46   0.000     43.70223    5
> 1.02461
           d_dist184 |   43.55373    1.17041    37.21   0.000     41.25002    4
> 5.85744
           d_dist185 |   7.270932   1.349725     5.39   0.000     4.614277    9
> .927586
           d_dist186 |   33.41967    1.43531    23.28   0.000     30.59456    3
> 6.24478
           d_dist187 |   44.41467    1.43531    30.94   0.000     41.58956    4
> 7.23978
           d_dist188 |   48.27967    1.43531    33.64   0.000     45.45456    5
> 1.10478
           d_dist189 |   29.96996   1.336602    22.42   0.000     27.33913    3
> 2.60078
           d_dist190 |   20.07782   1.256169    15.98   0.000     17.60531    2
> 2.55033
           d_dist191 |   7.579316   1.210989     6.26   0.000     5.195735    9
> .962897
           d_dist192 |   5.280927   1.346776     3.92   0.000     2.630078    7
> .931777
           d_dist193 |    21.7788   1.330694    16.37   0.000      19.1596    2
> 4.39799
           d_dist194 |   23.94565   1.301762    18.39   0.000      21.3834     
> 26.5079
           d_dist195 |   15.48138   1.954033     7.92   0.000     11.63527    1
> 9.32749
           d_dist196 |   7.089106   1.869469     3.79   0.000     3.409443    1
> 0.76877
           d_dist197 |   19.10248   1.349532    14.15   0.000     16.44621    2
> 1.75876
           d_dist198 |   2.833533   1.182873     2.40   0.017     .5052914    5
> .161775
           d_dist199 |   24.45322    1.19813    20.41   0.000     22.09495     
> 26.8115
           d_dist200 |   23.74352   1.621329    14.64   0.000     20.55227    2
> 6.93477
           d_dist201 |          0  (omitted)
           d_dist202 |   9.662508   .4793649    20.16   0.000     8.718977    1
> 0.60604
           d_dist203 |  -1.971228    .486708    -4.05   0.000    -2.929212   -1
> .013244
           d_dist204 |   5.522433   .8234619     6.71   0.000     3.901618    7
> .143247
           d_dist205 |  -1.186426   .4983056    -2.38   0.018    -2.167237   -.
> 2056143
           d_dist206 |  -3.073845   .0498204   -61.70   0.000    -3.171906   -2
> .975784
           d_dist207 |   7.961698   .4966218    16.03   0.000       6.9842    8
> .939195
           d_dist208 |   3.403188   .4785877     7.11   0.000     2.461187    4
> .345188
           d_dist209 |  -12.33871   .4853895   -25.42   0.000     -13.2941   -1
> 1.38332
           d_dist210 |   3.721074   .4983056     7.47   0.000     2.740263    4
> .701886
           d_dist211 |          0  (omitted)
           d_dist212 |  -9.265545   .6040188   -15.34   0.000    -10.45443   -8
> .076659
           d_dist213 |   4.051302   .4946341     8.19   0.000     3.077717    5
> .024887
           d_dist214 |  -2.606948   .4952682    -5.26   0.000    -3.581781   -1
> .632115
           d_dist215 |   3.011991   1.198163     2.51   0.012     .6536549    5
> .370327
           d_dist216 |   12.66575    1.36868     9.25   0.000     9.971788    1
> 5.35972
           d_dist217 |   12.44427   .5882429    21.15   0.000     11.28643     
> 13.6021
           d_dist218 |   14.50795   .6971156    20.81   0.000     13.13582    1
> 5.88008
           d_dist219 |   13.87399   .4601788    30.15   0.000     12.96823    1
> 4.77976
           d_dist220 |   20.65903   1.412904    14.62   0.000     17.87802    2
> 3.44004
           d_dist221 |   12.82125   .2469421    51.92   0.000      12.3352    1
> 3.30731
           d_dist222 |   16.29397   .4003293    40.70   0.000     15.50601    1
> 7.08194
           d_dist223 |   17.55589   .6323733    27.76   0.000      16.3112    1
> 8.80059
           d_dist224 |   10.29947    .419362    24.56   0.000      9.47404    1
> 1.12489
           d_dist225 |   37.63634    .025942  1450.79   0.000     37.58527     
> 37.6874
           d_dist226 |    7.59822   .4791905    15.86   0.000     6.655033    8
> .541408
           d_dist227 |   11.64584   .6962905    16.73   0.000     10.27533    1
> 3.01634
           d_dist228 |   11.60216   .4182447    27.74   0.000     10.77893    1
> 2.42539
           d_dist229 |          0  (omitted)
           d_dist230 |   5.382978   .2581658    20.85   0.000     4.874832    5
> .891124
           d_dist231 |   24.57166   .8651587    28.40   0.000     22.86877    2
> 6.27454
           d_dist232 |   5.882435   1.241884     4.74   0.000     3.438043    8
> .326828
           d_dist233 |   4.405215   3.237167     1.36   0.175    -1.966479    1
> 0.77691
           d_dist234 |          0  (omitted)
           d_dist235 |   11.18273   4.597432     2.43   0.016     2.133637    2
> 0.23182
           d_dist236 |   14.05956    3.42003     4.11   0.000     7.327941    2
> 0.79119
           d_dist237 |  -3.900322   7.731852    -0.50   0.614    -19.11887    1
> 1.31823
           d_dist238 |  -4.144402   3.372421    -1.23   0.220    -10.78232    2
> .493512
           d_dist239 |          0  (omitted)
           d_dist240 |   .8277732   3.467336     0.24   0.811     -5.99696    7
> .652506
           d_dist241 |  -4.682129   3.379023    -1.39   0.167    -11.33304     
> 1.96878
           d_dist242 |  -15.33214   4.084451    -3.75   0.000    -23.37154   -7
> .292747
           d_dist243 |   18.20921   .6445855    28.25   0.000     16.94047    1
> 9.47794
           d_dist244 |   13.28618   .7873873    16.87   0.000     11.73637    1
> 4.83599
           d_dist245 |  -24.15395   .6261144   -38.58   0.000    -25.38632   -2
> 2.92157
           d_dist246 |  -21.42204   .6946732   -30.84   0.000    -22.78936   -2
> 0.05472
           d_dist247 |          0  (omitted)
           d_dist248 |  -23.60323   .5972663   -39.52   0.000    -24.77883   -2
> 2.42764
           d_dist249 |   -23.8182   .9836775   -24.21   0.000    -25.75436   -2
> 1.88203
           d_dist250 |  -19.64665   1.980234    -9.92   0.000    -23.54433   -1
> 5.74897
           d_dist251 |  -9.300232   .7717413   -12.05   0.000    -10.81924   -7
> .781219
           d_dist252 |  -13.97956   .6640833   -21.05   0.000    -15.28667   -1
> 2.67245
           d_dist253 |  -8.851703   .6032355   -14.67   0.000    -10.03905   -7
> .664358
           d_dist254 |  -8.790227   .6283367   -13.99   0.000    -10.02698   -7
> .553477
           d_dist255 |  -10.13562   1.934215    -5.24   0.000    -13.94272    -
> 6.32852
           d_dist256 |   16.59531   .6366308    26.07   0.000     15.34224    1
> 7.84839
           d_dist257 |  -15.37365   1.915338    -8.03   0.000     -19.1436   -1
> 1.60371
           d_dist258 |  -14.68646    .780847   -18.81   0.000     -16.2234   -1
> 3.14953
           d_dist259 |  -15.28572   .6054829   -25.25   0.000    -16.47749   -1
> 4.09395
           d_dist260 |  -13.12128    .645605   -20.32   0.000    -14.39202   -1
> 1.85054
           d_dist261 |   .3719293   .6997074     0.53   0.595      -1.0053    1
> .749159
           d_dist262 |          0  (omitted)
           d_dist263 |  -1.370946   2.909961    -0.47   0.638    -7.098604    4
> .356711
           d_dist264 |  -15.51563   4.000228    -3.88   0.000    -23.38925   -7
> .642007
           d_dist265 |  -25.83227   2.909835    -8.88   0.000    -31.55968   -2
> 0.10486
           d_dist266 |  -15.23846   2.910544    -5.24   0.000    -20.96726   -9
> .509654
           d_dist267 |  -5.563559   3.998455    -1.39   0.165    -13.43369    2
> .306572
           d_dist268 |   -4.00346   2.910544    -1.38   0.170    -9.732264    1
> .725344
           d_dist269 |  -.9930126    3.99818    -0.25   0.804    -8.862604    6
> .876578
           d_dist270 |   3.266145   2.425789     1.35   0.179    -1.508519     
> 8.04081
           d_dist271 |   1.763095   1.560374     1.13   0.259    -1.308178    4
> .834368
           d_dist272 |  -2.122804   1.557591    -1.36   0.174    -5.188599    .
> 9429918
           d_dist273 |  -.2889654   2.099178    -0.14   0.891    -4.420763    3
> .842833
           d_dist274 |   1.939772   1.321124     1.47   0.143    -.6605867    4
> .540132
           d_dist275 |          0  (omitted)
           d_dist276 |    3.31196   1.528934     2.17   0.031       .30257     
> 6.32135
           d_dist277 |   24.25696    1.51707    15.99   0.000     21.27093     
>  27.243
           d_dist278 |  -11.20113   1.806003    -6.20   0.000    -14.75587   -7
> .646386
           d_dist279 |   .3466661   1.567288     0.22   0.825    -2.738217    3
> .431549
           d_dist280 |   5.903229    3.00504     1.96   0.050    -.0115708    1
> 1.81803
           d_dist281 |   4.430993   2.969689     1.49   0.137    -1.414225    1
> 0.27621
           d_dist282 |   .0949557   2.881989     0.03   0.974    -5.577645    5
> .767556
           d_dist283 |   21.64158   4.685514     4.62   0.000     12.41911    3
> 0.86404
           d_dist284 |   15.71727   2.988969     5.26   0.000     9.834106    2
> 1.60044
           d_dist285 |   16.56728   2.884896     5.74   0.000     10.88896     
> 22.2456
           d_dist286 |   13.59847   3.220666     4.22   0.000     7.259256    1
> 9.93769
           d_dist287 |          0  (omitted)
               inter |   .3169816   .4240608     0.75   0.455    -.5176945    1
> .151658
cum_capacity_turbine |  -.0026794   .0036161    -0.74   0.459    -.0097969    .
> 0044381
               _cons |   98.55052   7.579163    13.00   0.000      83.6325    1
> 13.4685
-------------------------------------------------------------------------------
-------
note: d_sy16 omitted because of collinearity
note: d_sy18 omitted because of collinearity
note: d_sy32 omitted because of collinearity
note: d_sy60 omitted because of collinearity
note: d_dist8 omitted because of collinearity
note: d_dist12 omitted because of collinearity
note: d_dist68 omitted because of collinearity
note: d_dist77 omitted because of collinearity
note: d_dist99 omitted because of collinearity
note: d_dist101 omitted because of collinearity
note: d_dist107 omitted because of collinearity
note: d_dist122 omitted because of collinearity
note: d_dist129 omitted because of collinearity
note: d_dist140 omitted because of collinearity
note: d_dist152 omitted because of collinearity
note: d_dist156 omitted because of collinearity
note: d_dist166 omitted because of collinearity
note: d_dist201 omitted because of collinearity
note: d_dist206 omitted because of collinearity
note: d_dist229 omitted because of collinearity
note: d_dist234 omitted because of collinearity
note: d_dist239 omitted because of collinearity
note: d_dist247 omitted because of collinearity
note: d_dist262 omitted because of collinearity
note: d_dist275 omitted because of collinearity
note: d_dist287 omitted because of collinearity

Linear regression                               Number of obs     =      1,046
                                                F(67, 286)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.7385
                                                Root MSE          =     8.8346

                            (Std. Err. adjusted for 287 clusters in district_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
            d_sy1 |  -33.78886   8.545107    -3.95   0.000    -50.60813   -16.9
> 6958
            d_sy2 |  -42.83395   7.568409    -5.66   0.000     -57.7308   -27.9
> 3711
            d_sy3 |  -47.85415   6.158481    -7.77   0.000    -59.97585   -35.7
> 3246
            d_sy4 |  -50.89809   4.423415   -11.51   0.000    -59.60467   -42.1
> 9151
            d_sy5 |   -40.7861   7.442859    -5.48   0.000    -55.43583   -26.1
> 3637
            d_sy6 |  -40.86176   6.526248    -6.26   0.000    -53.70732   -28.0
> 1619
            d_sy7 |  -41.18935   5.687893    -7.24   0.000    -52.38479   -29.9
> 9391
            d_sy8 |  -48.33903    4.07919   -11.85   0.000    -56.36807   -40.3
> 0999
            d_sy9 |  -38.68414   7.703842    -5.02   0.000    -53.84756   -23.5
> 2072
           d_sy10 |  -33.96079   8.324837    -4.08   0.000    -50.34651   -17.5
> 7507
           d_sy11 |  -42.84432   4.832632    -8.87   0.000    -52.35636   -33.3
> 3229
           d_sy12 |  -46.30063   3.147665   -14.71   0.000    -52.49616    -40.
> 1051
           d_sy13 |  -7.991131   4.381379    -1.82   0.069    -16.61497    .632
> 7077
           d_sy14 |   -3.56342   3.069703    -1.16   0.247    -9.605497    2.47
> 8656
           d_sy15 |   6.011704   1.488757     4.04   0.000     3.081393    8.94
> 2015
           d_sy16 |          0  (omitted)
           d_sy17 |   15.58534   7.270146     2.14   0.033     1.275565    29.8
> 9512
           d_sy18 |          0  (omitted)
           d_sy19 |   3.511181   2.357234     1.49   0.137    -1.128546    8.15
> 0908
           d_sy20 |   1.806252   6.070625     0.30   0.766    -10.14252    13.7
> 5502
           d_sy21 |  -21.15755   7.723888    -2.74   0.007    -36.36043   -5.95
> 4675
           d_sy22 |  -23.17065   6.233921    -3.72   0.000    -35.44083   -10.9
> 0046
           d_sy23 |  -23.25082   5.427991    -4.28   0.000     -33.9347   -12.5
> 6694
           d_sy24 |  -29.97233   3.094455    -9.69   0.000    -36.06313   -23.8
> 8154
           d_sy25 |   -44.1695   8.018242    -5.51   0.000    -59.95176   -28.3
> 8725
           d_sy26 |   -52.5352   6.302229    -8.34   0.000    -64.93983   -40.1
> 3056
           d_sy27 |  -45.31354   5.021527    -9.02   0.000    -55.19738    -35.
> 4297
           d_sy28 |  -52.33735   3.684627   -14.20   0.000    -59.58977   -45.0
> 8492
           d_sy29 |  -5.906612   7.773086    -0.76   0.448    -21.20632      9.
> 3931
           d_sy30 |  -13.33307   5.497835    -2.43   0.016    -24.15442   -2.51
> 1713
           d_sy31 |  -15.08106   2.124757    -7.10   0.000     -19.2632   -10.8
> 9891
           d_sy32 |          0  (omitted)
           d_sy33 |  -31.45125    7.92476    -3.97   0.000     -47.0495     -15
> .853
           d_sy34 |  -25.81329   8.702534    -2.97   0.003    -42.94243    -8.6
> 8415
           d_sy35 |  -32.24909   5.333589    -6.05   0.000    -42.74716   -21.7
> 5103
           d_sy36 |  -39.76246   4.729759    -8.41   0.000    -49.07201    -30.
> 4529
           d_sy37 |  -25.18861   7.782129    -3.24   0.001    -40.50612   -9.87
> 1096
           d_sy38 |  -19.84253    5.59041    -3.55   0.000     -30.8461   -8.83
> 8968
           d_sy39 |  -23.56691   5.988437    -3.94   0.000    -35.35391   -11.7
> 7991
           d_sy40 |  -49.72812   5.506816    -9.03   0.000    -60.56715   -38.8
> 8909
           d_sy41 |  -48.18986   7.598307    -6.34   0.000    -63.14555   -33.2
> 3416
           d_sy42 |  -47.71982   6.875647    -6.94   0.000    -61.25311   -34.1
> 8653
           d_sy43 |  -52.59981   4.444009   -11.84   0.000    -61.34692    -43.
> 8527
           d_sy44 |  -56.13122   3.136188   -17.90   0.000    -62.30416   -49.9
> 5828
           d_sy45 |  -33.75223    7.88037    -4.28   0.000     -49.2631   -18.2
> 4135
           d_sy46 |   -36.1331   6.032194    -5.99   0.000    -48.00623   -24.2
> 5998
           d_sy47 |  -34.64166   4.408943    -7.86   0.000    -43.31975   -25.9
> 6356
           d_sy48 |  -41.98864   2.541671   -16.52   0.000     -46.9914   -36.9
> 8589
           d_sy49 |   -30.3205   7.738658    -3.92   0.000    -45.55245   -15.0
> 8855
           d_sy50 |  -31.06998   6.306297    -4.93   0.000    -43.48262   -18.6
> 5734
           d_sy51 |  -27.76583   5.480542    -5.07   0.000    -38.55315   -16.9
> 7852
           d_sy52 |   -33.5245   7.388663    -4.54   0.000    -48.06756   -18.9
> 8144
           d_sy53 |  -30.10713   7.963931    -3.78   0.000    -45.78248   -14.4
> 3178
           d_sy54 |  -35.79127   6.354259    -5.63   0.000    -48.29831   -23.2
> 8422
           d_sy55 |  -40.05172   6.045113    -6.63   0.000    -51.95027   -28.1
> 5316
           d_sy56 |  -39.14734   4.030451    -9.71   0.000    -47.08045   -31.2
> 1423
           d_sy57 |   21.01807   3.954443     5.32   0.000     13.23457    28.8
> 0157
           d_sy58 |   5.610571   2.634074     2.13   0.034     .4259412     10.
> 7952
           d_sy59 |   12.41622   2.405188     5.16   0.000     7.682105    17.1
> 5034
           d_sy60 |          0  (omitted)
           d_sy61 |  -41.51528   7.873364    -5.27   0.000    -57.01237   -26.0
> 1819
           d_sy62 |  -41.49318   6.980027    -5.94   0.000    -55.23192   -27.7
> 5444
           d_sy63 |  -45.11466   5.594492    -8.06   0.000    -56.12626   -34.1
> 0306
           d_sy64 |  -49.03428   4.777723   -10.26   0.000    -58.43824   -39.6
> 3032
           d_sy65 |  -48.40934   7.924214    -6.11   0.000    -64.00652   -32.8
> 1216
           d_sy66 |   -48.8772   6.383333    -7.66   0.000    -61.44147   -36.3
> 1293
           d_sy67 |  -51.68823   4.909209   -10.53   0.000    -61.35099   -42.0
> 2546
           d_sy68 |  -61.05044   4.296774   -14.21   0.000    -69.50775   -52.5
> 9313
           d_sy69 |  -37.70729   7.720127    -4.88   0.000    -52.90277   -22.5
> 1182
           d_sy70 |  -37.14946   6.961475    -5.34   0.000    -50.85169   -23.4
> 4724
           d_sy71 |   -40.0676   5.881452    -6.81   0.000    -51.64402   -28.4
> 9118
           d_sy72 |  -42.66916    5.37363    -7.94   0.000    -53.24604   -32.0
> 9228
           d_sy73 |   -42.8269   7.866007    -5.44   0.000    -58.30951   -27.3
> 4429
           d_sy74 |  -50.30775   5.889313    -8.54   0.000    -61.89965   -38.7
> 1586
           d_sy75 |  -51.37265   4.477232   -11.47   0.000    -60.18516   -42.5
> 6015
           d_sy76 |  -55.53753   3.544238   -15.67   0.000    -62.51363   -48.5
> 6143
           d_sy77 |  -23.33936   15.30096    -1.53   0.128    -53.45614    6.77
> 7412
           d_sy78 |  -39.29442   9.324536    -4.21   0.000    -57.64784     -20
> .941
           d_sy79 |   -37.0318   7.423545    -4.99   0.000    -51.64351   -22.4
> 2008
           d_sy80 |  -25.96976    8.29833    -3.13   0.002    -42.30331   -9.63
> 6216
           d_sy81 |  -27.52303   8.883251    -3.10   0.002    -45.00787   -10.0
> 3818
           d_sy82 |  -28.00734   7.544465    -3.71   0.000    -42.85706   -13.1
> 5762
           d_sy83 |  -9.031758   11.38131    -0.79   0.428    -31.43351       1
> 3.37
           d_sy84 |  -32.30669   6.482957    -4.98   0.000    -45.06705   -19.5
> 4633
           d_sy85 |  -11.67192   8.570243    -1.36   0.174    -28.54068    5.19
> 6829
           d_sy86 |  -27.07957   6.682041    -4.05   0.000    -40.23179   -13.9
> 2736
           d_sy87 |  -26.58067   5.720811    -4.65   0.000    -37.84091   -15.3
> 2044
           d_sy88 |  -30.62191    5.04984    -6.06   0.000    -40.56147   -20.6
> 8234
           d_sy89 |  -17.25422   7.905405    -2.18   0.030    -32.81438   -1.69
> 4064
           d_sy90 |  -19.79635   8.786467    -2.25   0.025    -37.09069   -2.50
> 2005
           d_sy91 |   -11.1984   9.265942    -1.21   0.228    -29.43649    7.03
> 9692
           d_sy92 |  -24.75533   5.588683    -4.43   0.000    -35.75549   -13.7
> 5516
           d_sy93 |  -35.06422   8.011544    -4.38   0.000    -50.83329   -19.2
> 9515
           d_sy94 |  -35.83521    6.81362    -5.26   0.000    -49.24641   -22.4
> 2401
           d_sy95 |  -35.78605   5.426114    -6.60   0.000    -46.46624   -25.1
> 0587
           d_sy96 |  -39.39496   5.067318    -7.77   0.000    -49.36893     -29
> .421
           d_sy97 |  -36.30278    9.02697    -4.02   0.000     -54.0705   -18.5
> 3505
           d_sy98 |  -41.12536   9.339109    -4.40   0.000    -59.50747   -22.7
> 4326
           d_sy99 |  -37.22724   9.473668    -3.93   0.000     -55.8742   -18.5
> 8029
          d_sy100 |  -48.24271   4.861032    -9.92   0.000    -57.81065   -38.6
> 7478
          d_dist1 |  -3.336084   2.205745    -1.51   0.132    -7.677638     1.0
> 0547
          d_dist2 |   5.894489   1.234738     4.77   0.000     3.464163    8.32
> 4815
          d_dist3 |    14.1183   1.948457     7.25   0.000     10.28317    17.9
> 5344
          d_dist4 |   18.07052   1.478751    12.22   0.000     15.15991    20.9
> 8114
          d_dist5 |  -4.121566   1.277832    -3.23   0.001    -6.636715   -1.60
> 6417
          d_dist6 |   26.90219    1.23569    21.77   0.000     24.46999    29.3
> 3439
          d_dist7 |    5.52304   1.339806     4.12   0.000     2.885909    8.16
> 0171
          d_dist8 |          0  (omitted)
          d_dist9 |   12.89383    .782812    16.47   0.000     11.35302    14.4
> 3463
         d_dist10 |    4.59008   .7634171     6.01   0.000     3.087451    6.09
> 2709
         d_dist11 |  -1.546982   1.013847    -1.53   0.128    -3.542531    .448
> 5661
         d_dist12 |          0  (omitted)
         d_dist13 |   16.71315   .0480655   347.72   0.000     16.61854    16.8
> 0776
         d_dist14 |   14.68035   .7738469    18.97   0.000     13.15719     16.
> 2035
         d_dist15 |   23.60729   1.404469    16.81   0.000     20.84288    26.3
> 7169
         d_dist16 |   28.95882   1.032459    28.05   0.000     26.92664      30
> .991
         d_dist17 |   31.52262   .8997134    35.04   0.000     29.75172    33.2
> 9352
         d_dist18 |   31.85569   26.48433     1.20   0.230    -20.27324    83.9
> 8462
         d_dist19 |   2.826409   7.345988     0.38   0.701    -11.63265    17.2
> 8547
         d_dist20 |   19.72279    .838928    23.51   0.000     18.07153    21.3
> 7404
         d_dist21 |     17.351   .8550712    20.29   0.000     15.66797    19.0
> 3403
         d_dist22 |   16.22595   .8258377    19.65   0.000     14.60046    17.8
> 5144
         d_dist23 |   14.76082    .955831    15.44   0.000     12.87946    16.6
> 4217
         d_dist24 |   16.40581    .955831    17.16   0.000     14.52446    18.2
> 8717
         d_dist25 |   15.11066   .8096696    18.66   0.000       13.517    16.7
> 0433
         d_dist26 |   16.39086   1.300569    12.60   0.000     13.83095    18.9
> 5076
         d_dist27 |   18.47178   .7215201    25.60   0.000     17.05162    19.8
> 9195
         d_dist28 |   18.53516   1.213709    15.27   0.000     16.14622     20.
> 9241
         d_dist29 |   20.37526   .8448672    24.12   0.000     18.71231     22.
> 0382
         d_dist30 |   65.46554   24.53477     2.67   0.008     17.17391    113.
> 7572
         d_dist31 |   6.171671    1.36381     4.53   0.000     3.487294    8.85
> 6048
         d_dist32 |   3.425178   .8389837     4.08   0.000     1.773812    5.07
> 6544
         d_dist33 |   3.583348   1.028667     3.48   0.001      1.55863    5.60
> 8065
         d_dist34 |  -.0167927    .933811    -0.02   0.986    -1.854807    1.82
> 1221
         d_dist35 |   9.751301   1.274218     7.65   0.000     7.243265    12.2
> 5934
         d_dist36 |   25.15963    .778859    32.30   0.000     23.62661    26.6
> 9266
         d_dist37 |   12.06011   .9221706    13.08   0.000     10.24501    13.8
> 7522
         d_dist38 |   19.01278   1.714686    11.09   0.000     15.63778    22.3
> 8779
         d_dist39 |   33.90332    .955831    35.47   0.000     32.02196    35.7
> 8467
         d_dist40 |   35.64832   .9501525    37.52   0.000     33.77814     37.
> 5185
         d_dist41 |   37.24149   .7417399    50.21   0.000     35.78153    38.7
> 0145
         d_dist42 |   19.29832    .955831    20.19   0.000     17.41696    21.1
> 7967
         d_dist43 |   30.32832    .955831    31.73   0.000     28.44696    32.2
> 0967
         d_dist44 |   8.582172   .8675335     9.89   0.000     6.874612    10.2
> 8973
         d_dist45 |   31.25582    .955831    32.70   0.000     29.37446    33.1
> 3717
         d_dist46 |   30.05263   .9275435    32.40   0.000     28.22695     31.
> 8783
         d_dist47 |   8.455817    .955831     8.85   0.000     6.574461    10.3
> 3717
         d_dist48 |   9.192562   .8559708    10.74   0.000     7.507761    10.8
> 7736
         d_dist49 |   22.25478   8.000949     2.78   0.006     6.506568      38
> .003
         d_dist50 |   15.58042   .9602248    16.23   0.000     13.69042    17.4
> 7043
         d_dist51 |   7.429195   1.901547     3.91   0.000     3.686392      11
> .172
         d_dist52 |   .3900888   .7844691     0.50   0.619    -1.153976    1.93
> 4154
         d_dist53 |   8.999453   7.421338     1.21   0.226    -5.607918    23.6
> 0682
         d_dist54 |   3.744558   .7901111     4.74   0.000     2.189387    5.29
> 9728
         d_dist55 |   6.233317    .955831     6.52   0.000     4.351961    8.11
> 4673
         d_dist56 |   5.474638   1.184863     4.62   0.000     3.142481    7.80
> 6795
         d_dist57 |   6.666901   .7633852     8.73   0.000     5.164335    8.16
> 9467
         d_dist58 |   .0058169    .955831     0.01   0.995    -1.875539    1.88
> 7173
         d_dist59 |   8.951488   .9517973     9.40   0.000     7.078072     10.
> 8249
         d_dist60 |   10.82027   .9096747    11.89   0.000     9.029767    12.6
> 1078
         d_dist61 |   11.58205   .9199961    12.59   0.000     9.771224    13.3
> 9287
         d_dist62 |   20.33229   1.807196    11.25   0.000      16.7752    23.8
> 8938
         d_dist63 |   5.843543   2.178615     2.68   0.008      1.55539     10.
> 1317
         d_dist64 |  -2.551482   2.187893    -1.17   0.245    -6.857898    1.75
> 4934
         d_dist65 |  -10.60035   3.737362    -2.84   0.005    -17.95657   -3.24
> 4124
         d_dist66 |     9.2319   .0479217   192.65   0.000     9.137576    9.32
> 6224
         d_dist67 |   .9897005   2.134963     0.46   0.643    -3.212533    5.19
> 1934
         d_dist68 |          0  (omitted)
         d_dist69 |   -27.2277   3.128263    -8.70   0.000    -33.38504   -21.0
> 7036
         d_dist70 |  -27.92069   3.228272    -8.65   0.000    -34.27488   -21.5
> 6651
         d_dist71 |  -53.06336   6.376863    -8.32   0.000     -65.6149   -40.5
> 1182
         d_dist72 |  -35.57324   5.961874    -5.97   0.000    -47.30796   -23.8
> 3853
         d_dist73 |   8.040182   .8574212     9.38   0.000     6.352525    9.72
> 7838
         d_dist74 |    14.1076   .8578538    16.45   0.000     12.41909     15.
> 7961
         d_dist75 |  -.7849028   .8578538    -0.91   0.361    -2.473411     .90
> 3605
         d_dist76 |   9.690096   .8578538    11.30   0.000     8.001588     11.
> 3786
         d_dist77 |          0  (omitted)
         d_dist78 |  -17.38457   1.129153   -15.40   0.000    -19.60707   -15.1
> 6206
         d_dist79 |   8.777928   .8575457    10.24   0.000     7.090027    10.4
> 6583
         d_dist80 |  -23.84921   1.026309   -23.24   0.000    -25.86929   -21.8
> 2913
         d_dist81 |  -2.727347   .8643185    -3.16   0.002    -4.428579   -1.02
> 6115
         d_dist82 |  -21.14323   1.480876   -14.28   0.000    -24.05803   -18.2
> 2843
         d_dist83 |  -23.26608   .7994469   -29.10   0.000    -24.83963   -21.6
> 9253
         d_dist84 |   .1946778   .8582279     0.23   0.821    -1.494566    1.88
> 3922
         d_dist85 |  -16.02057   .8588015   -18.65   0.000    -17.71095    -14.
> 3302
         d_dist86 |  -18.05063   1.104146   -16.35   0.000    -20.22391   -15.8
> 7735
         d_dist87 |  -14.14027   1.268584   -11.15   0.000    -16.63722   -11.6
> 4333
         d_dist88 |  -10.27065   .9394383   -10.93   0.000    -12.11974   -8.42
> 1557
         d_dist89 |    -8.2077   1.228899    -6.68   0.000    -10.62653   -5.78
> 8867
         d_dist90 |  -5.690579   .4598005   -12.38   0.000    -6.595602   -4.78
> 5557
         d_dist91 |  -9.851847   .8661849   -11.37   0.000    -11.55675   -8.14
> 6941
         d_dist92 |   16.27063   1.092464    14.89   0.000     14.12034    18.4
> 2092
         d_dist93 |   2.406087   .9346631     2.57   0.011     .5663961    4.24
> 5778
         d_dist94 |   7.314256   .5951627    12.29   0.000     6.142801    8.48
> 5711
         d_dist95 |   11.35243   .4336799    26.18   0.000     10.49882    12.2
> 0604
         d_dist96 |   16.56143   .9924365    16.69   0.000     14.60802    18.5
> 1484
         d_dist97 |   12.98247   .9509941    13.65   0.000     11.11064    14.8
> 5431
         d_dist98 |   6.476419   .6683692     9.69   0.000     5.160873    7.79
> 1966
         d_dist99 |          0  (omitted)
        d_dist100 |  -1.024399   1.036918    -0.99   0.324    -3.065357    1.01
> 6559
        d_dist101 |          0  (omitted)
        d_dist102 |  -37.98483   1.767378   -21.49   0.000    -41.46354   -34.5
> 0611
        d_dist103 |  -28.78295   1.967737   -14.63   0.000    -32.65603   -24.9
> 0987
        d_dist104 |  -22.70049   1.313845   -17.28   0.000    -25.28652   -20.1
> 1445
        d_dist105 |  -5.454365   1.896595    -2.88   0.004    -9.187419    -1.7
> 2131
        d_dist106 |   1.298318   1.464383     0.89   0.376    -1.584017    4.18
> 0653
        d_dist107 |          0  (omitted)
        d_dist108 |   14.57171   1.441407    10.11   0.000      11.7346    17.4
> 0883
        d_dist109 |   9.787545   1.439453     6.80   0.000     6.954279    12.6
> 2081
        d_dist110 |   -4.58568   1.507543    -3.04   0.003    -7.552968   -1.61
> 8393
        d_dist111 |   15.01723    1.45157    10.35   0.000     12.16012    17.8
> 7435
        d_dist112 |   7.855253   1.516504     5.18   0.000     4.870328    10.8
> 4018
        d_dist113 |   13.28025   2.083125     6.38   0.000     9.180048    17.3
> 8045
        d_dist114 |   18.54427   2.050205     9.05   0.000     14.50887    22.5
> 7967
        d_dist115 |   11.22244   1.699294     6.60   0.000     7.877731    14.5
> 6715
        d_dist116 |   10.90568   1.706338     6.39   0.000     7.547105    14.2
> 6425
        d_dist117 |   10.20797   2.171235     4.70   0.000     5.934343     14.
> 4816
        d_dist118 |  -4.763585   1.434772    -3.32   0.001    -7.587637   -1.93
> 9532
        d_dist119 |   8.633296   1.692877     5.10   0.000     5.301217    11.9
> 6537
        d_dist120 |   29.08912   1.937226    15.02   0.000     25.27609    32.9
> 0215
        d_dist121 |    16.4142   1.646429     9.97   0.000     13.17354    19.6
> 5485
        d_dist122 |          0  (omitted)
        d_dist123 |   17.49246   2.090628     8.37   0.000      13.3775    21.6
> 0743
        d_dist124 |   16.74974   2.079334     8.06   0.000       12.657    20.8
> 4248
        d_dist125 |   14.44264   2.075029     6.96   0.000     10.35838    18.5
> 2691
        d_dist126 |   14.72567   1.237254    11.90   0.000     12.29039    17.1
> 6095
        d_dist127 |   17.21836   1.253707    13.73   0.000      14.7507    19.6
> 8603
        d_dist128 |   13.41169   1.236833    10.84   0.000     10.97725    15.8
> 4614
        d_dist129 |          0  (omitted)
        d_dist130 |   10.61832   1.234203     8.60   0.000      8.18905     13.
> 0476
        d_dist131 |   2.427436   1.254116     1.94   0.054     -.041031    4.89
> 5904
        d_dist132 |   20.03478    1.28813    15.55   0.000     17.49936     22.
> 5702
        d_dist133 |   7.144936   1.254116     5.70   0.000     4.676469    9.61
> 3403
        d_dist134 |   20.76994   1.254116    16.56   0.000     18.30147     23.
> 2384
        d_dist135 |   36.05508   2.080113    17.33   0.000     31.96081    40.1
> 4936
        d_dist136 |   37.90994   1.254116    30.23   0.000     35.44147     40.
> 3784
        d_dist137 |   26.45615   1.236544    21.40   0.000     24.02227    28.8
> 9003
        d_dist138 |  -4.343076   4.318324    -1.01   0.315     -12.8428    4.15
> 6653
        d_dist139 |  -5.761113   .8345299    -6.90   0.000    -7.403713   -4.11
> 8514
        d_dist140 |          0  (omitted)
        d_dist141 |   1.890861   .8250724     2.29   0.023     .2668768    3.51
> 4846
        d_dist142 |   10.82547   1.773838     6.10   0.000     7.334041    14.3
> 1691
        d_dist143 |  -11.12284   1.433656    -7.76   0.000    -13.94469    -8.3
> 0098
        d_dist144 |   3.388479   2.150644     1.58   0.116    -.8446194    7.62
> 1577
        d_dist145 |  -2.018595   .8576572    -2.35   0.019    -3.706716   -.330
> 4741
        d_dist146 |   11.62003   1.712693     6.78   0.000     8.248947    14.9
> 9111
        d_dist147 |  -4.175999   1.693386    -2.47   0.014    -7.509079   -.842
> 9192
        d_dist148 |  -7.326288   2.552075    -2.87   0.004    -12.34952   -2.30
> 3056
        d_dist149 |    -7.4669   1.691332    -4.41   0.000    -10.79594   -4.13
> 7863
        d_dist150 |  -9.056046   2.484333    -3.65   0.000    -13.94594   -4.16
> 6151
        d_dist151 |  -5.077647   1.743956    -2.91   0.004    -8.510263   -1.64
> 5031
        d_dist152 |          0  (omitted)
        d_dist153 |   2.717158   1.786907     1.52   0.129    -.7999997    6.23
> 4315
        d_dist154 |   7.553141   2.190156     3.45   0.001     3.242271    11.8
> 6401
        d_dist155 |    3.28041   .0436531    75.15   0.000     3.194488    3.36
> 6332
        d_dist156 |          0  (omitted)
        d_dist157 |  -13.29775   .5859207   -22.70   0.000    -14.45102   -12.1
> 4449
        d_dist158 |  -57.84867   3.965542   -14.59   0.000    -65.65402   -50.0
> 4332
        d_dist159 |  -58.14995   3.833016   -15.17   0.000    -65.69445   -50.6
> 0545
        d_dist160 |   22.06898   .6599471    33.44   0.000     20.77001    23.3
> 6795
        d_dist161 |    8.23438   .6758173    12.18   0.000     6.904174    9.56
> 4587
        d_dist162 |   .9006882   .6122556     1.47   0.142    -.3044104    2.10
> 5787
        d_dist163 |   11.84692   .6004009    19.73   0.000     10.66515    13.0
> 2868
        d_dist164 |   3.483629   .3639203     9.57   0.000     2.767327    4.19
> 9931
        d_dist165 |   8.889766   .8574129    10.37   0.000     7.202125    10.5
> 7741
        d_dist166 |          0  (omitted)
        d_dist167 |   13.55411   .3776909    35.89   0.000     12.81071    14.2
> 9752
        d_dist168 |   11.80051   .3720768    31.72   0.000     11.06815    12.5
> 3286
        d_dist169 |   40.52981   .5826309    69.56   0.000     39.38302     41.
> 6766
        d_dist170 |   9.918881   .3673277    27.00   0.000     9.195872    10.6
> 4189
        d_dist171 |   4.700502   .5160676     9.11   0.000      3.68473    5.71
> 6275
        d_dist172 |   21.52928   1.143149    18.83   0.000     19.27923    23.7
> 7934
        d_dist173 |   7.671181   1.712393     4.48   0.000     4.300688    11.0
> 4167
        d_dist174 |   16.58116   1.341976    12.36   0.000     13.93976    19.2
> 2256
        d_dist175 |   15.14361   1.321746    11.46   0.000     12.54202    17.7
> 4519
        d_dist176 |   12.91916    1.25664    10.28   0.000     10.44573     15.
> 3926
        d_dist177 |    28.6831   1.181677    24.27   0.000     26.35722    31.0
> 0899
        d_dist178 |   48.63039   1.200174    40.52   0.000      46.2681    50.9
> 9269
        d_dist179 |   35.22619   1.330141    26.48   0.000     32.60808    37.8
> 4429
        d_dist180 |   32.64306   1.158424    28.18   0.000     30.36294    34.9
> 2318
        d_dist181 |   34.71656   1.201464    28.90   0.000     32.35173    37.0
> 8139
        d_dist182 |   45.37227   1.163582    38.99   0.000       43.082    47.6
> 6255
        d_dist183 |   47.34043   1.860683    25.44   0.000     43.67806     51.
> 0028
        d_dist184 |   43.55979   1.170404    37.22   0.000      41.2561    45.8
> 6349
        d_dist185 |   7.281697   1.349611     5.40   0.000     4.625268    9.93
> 8127
        d_dist186 |   33.45806   1.436044    23.30   0.000      30.6315    36.2
> 8461
        d_dist187 |   44.45306   1.436044    30.96   0.000      41.6265    47.2
> 7961
        d_dist188 |   48.31806   1.436044    33.65   0.000      45.4915    51.1
> 4461
        d_dist189 |   29.99969   1.337033    22.44   0.000     27.36802    32.6
> 3136
        d_dist190 |   20.09891    1.25636    16.00   0.000     17.62602    22.5
> 7179
        d_dist191 |   7.594085   1.211058     6.27   0.000     5.210368    9.97
> 7802
        d_dist192 |   5.290837   1.346656     3.93   0.000     2.640224    7.94
> 1451
        d_dist193 |   21.77594   1.330614    16.37   0.000     19.15691    24.3
> 9498
        d_dist194 |    23.9719   1.302086    18.41   0.000     21.40901    26.5
> 3479
        d_dist195 |   15.82957   1.994912     7.93   0.000       11.903    19.7
> 5614
        d_dist196 |    7.10619   1.869749     3.80   0.000     3.425977     10.
> 7864
        d_dist197 |    19.0959   1.349427    14.15   0.000     16.43983    21.7
> 5197
        d_dist198 |   2.866113   1.182965     2.42   0.016     .5376902    5.19
> 4536
        d_dist199 |     24.408   1.200679    20.33   0.000     22.04471    26.7
> 7129
        d_dist200 |   23.68665   1.623554    14.59   0.000     20.49102    26.8
> 8229
        d_dist201 |          0  (omitted)
        d_dist202 |   12.73453   .4764615    26.73   0.000     11.79672    13.6
> 7235
        d_dist203 |   1.108101   .4991752     2.22   0.027     .1255773    2.09
> 0624
        d_dist204 |   8.564759   .7849438    10.91   0.000     7.019759    10.1
> 0976
        d_dist205 |   1.895137   .5150234     3.68   0.000     .8814198    2.90
> 8854
        d_dist206 |          0  (omitted)
        d_dist207 |   11.04298   .5128236    21.53   0.000     10.03359    12.0
> 5237
        d_dist208 |   6.475577   .4764645    13.59   0.000     5.537755    7.41
> 3399
        d_dist209 |  -9.259705   .4972219   -18.62   0.000    -10.23838   -8.28
> 1027
        d_dist210 |   6.802637   .5150234    13.21   0.000      5.78892    7.81
> 6354
        d_dist211 |   3.074485   .0493746    62.27   0.000     2.977301    3.17
> 1669
        d_dist212 |  -6.208804   .5754925   -10.79   0.000    -7.341542   -5.07
> 6066
        d_dist213 |   7.132237   .5101922    13.98   0.000      6.12803    8.13
> 6445
        d_dist214 |   .4740999    .511036     0.93   0.354    -.5317687    1.47
> 9969
        d_dist215 |   3.064901   1.200389     2.55   0.011     .7021837    5.42
> 7618
        d_dist216 |   12.72416   1.370717     9.28   0.000     10.02619    15.4
> 2214
        d_dist217 |   12.46378   .5886802    21.17   0.000     11.30508    13.6
> 2247
        d_dist218 |   14.49798   .6957457    20.84   0.000     13.12855    15.8
> 6741
        d_dist219 |   13.86392   .4600866    30.13   0.000     12.95833     14.
> 7695
        d_dist220 |   20.71979   1.415064    14.64   0.000     17.93453    23.5
> 0505
        d_dist221 |    12.8331   .2474806    51.85   0.000     12.34599    13.3
> 2022
        d_dist222 |   16.28987   .3998993    40.73   0.000     15.50275    17.0
> 7699
        d_dist223 |   17.53221    .632555    27.72   0.000     16.28716    18.7
> 7726
        d_dist224 |   10.30471   .4190554    24.59   0.000     9.479882    11.1
> 2953
        d_dist225 |   37.64085     .02734  1376.77   0.000     37.58704    37.6
> 9467
        d_dist226 |   7.609799   .4791806    15.88   0.000     6.666631    8.55
> 2967
        d_dist227 |   11.66405   .6963862    16.75   0.000     10.29336    13.0
> 3474
        d_dist228 |    11.6082   .4180413    27.77   0.000     10.78537    12.4
> 3103
        d_dist229 |          0  (omitted)
        d_dist230 |   5.395367   .2587288    20.85   0.000     4.886113    5.90
> 4621
        d_dist231 |   24.60721   .8664894    28.40   0.000     22.90171    26.3
> 1272
        d_dist232 |   5.933998    1.24356     4.77   0.000     3.486307    8.38
> 1688
        d_dist233 |   4.382519   3.223934     1.36   0.175    -1.963129    10.7
> 2817
        d_dist234 |          0  (omitted)
        d_dist235 |   11.50519   4.565891     2.52   0.012     2.518179     20.
> 4922
        d_dist236 |   14.09242   3.409466     4.13   0.000      7.38159    20.8
> 0325
        d_dist237 |  -3.887824   7.702162    -0.50   0.614    -19.04794    11.2
> 7229
        d_dist238 |  -5.761513   4.398505    -1.31   0.191    -14.41906    2.89
> 6034
        d_dist239 |          0  (omitted)
        d_dist240 |  -.8091009   4.507593    -0.18   0.858    -9.681366    8.06
> 3164
        d_dist241 |   -6.30102   4.406857    -1.43   0.154    -14.97501    2.37
> 2968
        d_dist242 |  -16.95447   4.855769    -3.49   0.001    -26.51205   -7.39
> 6892
        d_dist243 |   18.20784   .6442532    28.26   0.000     16.93976    19.4
> 7592
        d_dist244 |   13.29778   .7867009    16.90   0.000     11.74932    14.8
> 4624
        d_dist245 |  -24.17606   .6276624   -38.52   0.000    -25.41149   -22.9
> 4064
        d_dist246 |  -21.41803   .6941143   -30.86   0.000    -22.78425   -20.0
> 5181
        d_dist247 |          0  (omitted)
        d_dist248 |  -23.61728   .5979567   -39.50   0.000    -24.79423   -22.4
> 4032
        d_dist249 |  -23.82462   .9836665   -24.22   0.000    -25.76077   -21.8
> 8848
        d_dist250 |  -19.65002   1.980558    -9.92   0.000    -23.54834    -15.
> 7517
        d_dist251 |  -9.219164   .7634603   -12.08   0.000    -10.72188   -7.71
> 6451
        d_dist252 |  -13.90879   .6734595   -20.65   0.000    -15.23435   -12.5
> 8322
        d_dist253 |   -8.85993   .6018027   -14.72   0.000    -10.04445   -7.67
> 5406
        d_dist254 |  -8.807728   .6122261   -14.39   0.000    -10.01277   -7.60
> 2688
        d_dist255 |  -10.13723   1.934427    -5.24   0.000    -13.94475   -6.32
> 9706
        d_dist256 |   16.59289   .6363579    26.07   0.000     15.34035    17.8
> 4543
        d_dist257 |  -15.38262   1.915736    -8.03   0.000    -19.15335   -11.6
> 1189
        d_dist258 |  -14.72367   .7838437   -18.78   0.000     -16.2665   -13.1
> 8083
        d_dist259 |  -15.30056    .602978   -25.37   0.000     -16.4874   -14.1
> 1372
        d_dist260 |  -13.12252   .6452657   -20.34   0.000    -14.39259   -11.8
> 5245
        d_dist261 |   .3413634    .702114     0.49   0.627    -1.040603     1.7
> 2333
        d_dist262 |          0  (omitted)
        d_dist263 |  -1.368118   2.909986    -0.47   0.639    -7.095823    4.35
> 9587
        d_dist264 |  -15.49169   4.000382    -3.87   0.000    -23.36561   -7.61
> 7764
        d_dist265 |  -25.82969   2.909858    -8.88   0.000    -31.55714   -20.1
> 0223
        d_dist266 |  -15.23467   2.910571    -5.23   0.000    -20.96352    -9.5
> 0581
        d_dist267 |  -5.561006   3.998514    -1.39   0.165    -13.43125    2.30
> 9242
        d_dist268 |  -3.999669   2.910571    -1.37   0.170    -9.728527    1.72
> 9188
        d_dist269 |    -.99128   3.998238    -0.25   0.804    -8.860984    6.87
> 8424
        d_dist270 |   3.267342   2.425776     1.35   0.179    -1.507296    8.04
> 1981
        d_dist271 |   .6372519   2.358844     0.27   0.787    -4.005645    5.28
> 0149
        d_dist272 |  -3.283534   2.454651    -1.34   0.182    -8.115007    1.54
> 7939
        d_dist273 |   -1.44462   2.782203    -0.52   0.604    -6.920812    4.03
> 1573
        d_dist274 |    1.02585   .7766178     1.32   0.188    -.5027621    2.55
> 4461
        d_dist275 |          0  (omitted)
        d_dist276 |    2.15874   2.416453     0.89   0.372    -2.597548    6.91
> 5029
        d_dist277 |   23.11066   2.388686     9.68   0.000     18.40903     27.
> 8123
        d_dist278 |  -12.39318   2.718028    -4.56   0.000    -17.74305   -7.04
> 3301
        d_dist279 |  -.7778236   2.359585    -0.33   0.742    -5.422179    3.86
> 6532
        d_dist280 |    5.73793   3.034727     1.89   0.060    -.2353026    11.7
> 1116
        d_dist281 |   4.273922   2.997161     1.43   0.155     -1.62537    10.1
> 7321
        d_dist282 |  -.0056342    2.89515    -0.00   0.998    -5.704139    5.69
> 2871
        d_dist283 |   21.48478   4.709976     4.56   0.000     12.21416    30.7
> 5539
        d_dist284 |   15.55496   3.017862     5.15   0.000     9.614924      21
> .495
        d_dist285 |    16.5819   2.877412     5.76   0.000     10.91831    22.2
> 4549
        d_dist286 |   13.48204    3.23163     4.17   0.000     7.121246    19.8
> 4284
        d_dist287 |          0  (omitted)
            inter |   .3373326   .4249855     0.79   0.428    -.4991635    1.17
> 3829
cum_count_turbine |  -.0055248   .0059228    -0.93   0.352    -.0171825    .006
> 1329
            _cons |   98.88624    7.50318    13.18   0.000     84.11779    113.
> 6547
-------------------------------------------------------------------------------
----

. 
. * Note: Coefficients on inter are around -1.0 and +0.8
. 
. 
. ** Dem
. plausexog uci demvotesmajorpercent d_sy* d_dist* (cum_capacity_turbine = inte
> r), ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_capacity_turbine) level(0.95) ///
>                             yline(0) title("Democratic Vote") xtitle("Delta")
>  ytitle("Cumulative Capacity (MW)", size(small)) name(dem_capacity, replace) 
> ///
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_capacity_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1144
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       -4.39144        7.968326
d_sy2       8.2633611       15.158525
d_sy3       18.371912       19.802473
d_sy4       10.024891       13.015375
d_sy5       19.611176       35.465587
d_sy6       24.893896       35.178572
d_sy7       32.319468       36.887159
d_sy8       25.808921       26.608646
d_sy9       9.8361629       19.107665
d_sy10      22.783685       24.368251
d_sy11      17.048322       17.619369
d_sy12      5.4376143       10.963461
d_sy13      14.127336       29.822232
d_sy14      17.812002       27.605496
d_sy15      35.095208       38.34992
d_sy16      31.474214       34.11197
d_sy17      -26.609634      -9.3108804
d_sy18      -13.838253      -1.0250246
d_sy19      -13.3902        -6.1378256
d_sy20      -21.83607       -13.578526
d_sy21      -12.616834      -1.224195
d_sy22      -4.822633       -1.8691534
d_sy23      -2.5380118      -.0378311
d_sy24      -16.019807      -8.3714576
d_sy25      .93847007       17.59247
d_sy26      12.725766       20.709619
d_sy27      19.786045       20.045099
d_sy28      4.230382        4.5855697
d_sy29      -14.980242      -2.4326712
d_sy30      -2.3319692      2.3970453
d_sy31      -7.9742176      -7.8084452
d_sy32      -18.214287      -10.71495
d_sy33      25.616255       38.248008
d_sy34      38.477192       44.714573
d_sy35      40.452387       40.609377
d_sy36      31.227254       37.208366
d_sy37      32.178157       38.054413
d_sy38      40.911462       42.527934
d_sy39      34.6976         43.804842
d_sy40      5.7309532       22.257931
d_sy41      28.369855       41.801492
d_sy42      39.304797       44.280178
d_sy43      38.666744       41.605172
d_sy44      26.14126        37.303935
d_sy45      17.256606       29.414925
d_sy46      22.959091       27.170102
d_sy47      26.592646       26.695231
d_sy48      12.963872       18.577286
d_sy49      -16.280905      -3.0949347
d_sy50      -9.1083959      -2.6985561
d_sy51      -3.4082402      -2.5978189
d_sy52      -19.89001       -16.067716
d_sy53      -1.5840862      10.359108
d_sy54      9.7663306       15.075359
d_sy55      13.124944       14.450078
d_sy56      2.9911941       10.950494
d_sy57      -6.1583177      7.4952894
d_sy58      11.287279       18.789694
d_sy59      16.496205       18.629484
d_sy60      6.7840353       10.798688
d_sy61      31.676657       44.091573
d_sy62      39.550274       46.092991
d_sy63      40.484404       41.117324
d_sy64      30.631655       35.908533
d_sy65      -4.3446829      10.732915
d_sy66      7.787399        16.853545
d_sy67      7.9651916       11.004179
d_sy68      .80243764       3.7032337
d_sy69      12.705223       27.217479
d_sy70      20.512455       30.493324
d_sy71      22.839687       28.289167
d_sy72      15.888748       16.807344
d_sy73      1.9942768       18.950041
d_sy74      8.6191283       18.447782
d_sy75      11.885868       14.586597
d_sy76      2.6752128       7.0945179
d_sy77      -9.5182108      -1.3299038
d_sy78      4.1027177       9.4035159
d_sy79      1.8940615       1.9377158
d_sy80      -18.082847      -17.893623
d_sy81      14.100603       18.112922
d_sy82      17.261252       17.895769
d_sy83      28.240726       28.871073
d_sy84      -.79363304      6.2247065
d_sy85      -24.834858      -13.832476
d_sy86      -13.946976      -8.3225989
d_sy87      -13.457297      -12.340714
d_sy88      -22.61318       -19.358484
d_sy89      35.291838       48.969296
d_sy90      43.76505        53.342749
d_sy91      51.731596       57.209538
d_sy92      31.282587       32.66077
d_sy93      22.277915       32.51899
d_sy94      23.311719       31.315126
d_sy95      20.708388       26.282595
d_sy96      13.598973       18.479712
d_sy97      .11047029       16.527132
d_sy98      -.23978115      9.574885
d_sy99      4.4311178       10.428648
d_dist1     -4.9043299      -2.6739109
d_dist2     -12.761518      -12.508482
d_dist3     -19.382932      -17.432069
d_dist4     22.288917       25.631083
d_dist5     -2.8827848      -1.7022161
d_dist6     -33.779444      -33.495556
d_dist7     10.633362       12.64164
d_dist9     .78980064       2.3651943
d_dist10    -31.899642      -31.219982
d_dist11    -28.09248       -25.262521
d_dist12    -28.144128      -26.025873
d_dist13    6.1876707       7.6273289
d_dist14    2.0783701       5.1566315
d_dist15    8.7097025       14.470299
d_dist16    15.484578       21.195423
d_dist17    19.882758       20.057241
d_dist18    -54.226453      -4.3487708
d_dist19    -25.71941       -19.64103
d_dist20    6.7867308       10.87327
d_dist21    5.5704451       6.1695576
d_dist22    4.3372698       5.2627258
d_dist23    2.9854221       3.2745771
d_dist24    4.6304207       4.9195757
d_dist25    3.1526642       4.2873363
d_dist26    3.4798629       3.7419969
d_dist27    -42.816821      -42.72318
d_dist28    1.0579128       1.187089
d_dist29    -46.736119      -46.028881
d_dist30    -71.048742      -63.395421
d_dist31    -7.9796057      -.2253952
d_dist32    -32.04608       -27.95892
d_dist33    -33.269656      -27.652728
d_dist34    -29.196678      -24.223321
d_dist35    -4.228816       3.0088158
d_dist36    13.027719       14.687283
d_dist37    .46590805       .48409367
d_dist38    4.2301569       13.889839
d_dist39    22.127922       22.417077
d_dist40    23.902645       24.147355
d_dist41    -.46707726      -.17792225
d_dist42    7.5229225       7.8120775
d_dist43    18.552923       18.842078
d_dist44    -3.1567783      -2.6832218
d_dist45    19.480423       19.769578
d_dist46    18.428629       18.49137
d_dist47    -3.3195772      -3.0304222
d_dist48    -35.474913      -34.885087
d_dist49    -46.177179      -44.984645
d_dist50    -44.933772      -39.751228
d_dist51    -7.6747866      2.9547882
d_dist52    -28.495972      -25.179029
d_dist53    -33.528952      -31.776704
d_dist54    -30.593837      -29.156162
d_dist55    -5.5420771      -5.2529221
d_dist56    -31.353017      -30.381983
d_dist57    -34.349335      -31.665666
d_dist58    -25.989578      -25.700423
d_dist59    -4.3259735      .7909708
d_dist60    -37.949531      -33.668234
d_dist62    22.840542       27.281683
d_dist63    9.9458617       12.255054
d_dist64    -.299543        2.4200931
d_dist65    -47.308025      -7.6767395
d_dist66    -20.876493      -20.671285
d_dist67    -18.46925       -15.668527
d_dist69    3.592085        6.8472032
d_dist71    13.821921       20.86804
d_dist73    51.052716       51.695622
d_dist74    57.070907       57.787428
d_dist75    42.178407       42.894928
d_dist76    52.653405       53.369927
d_dist77    43.830286       44.699121
d_dist78    9.5001251       9.8982108
d_dist79    51.908404       52.374926
d_dist80    19.750058       21.83087
d_dist81    40.681739       40.731595
d_dist82    11.301251       11.717084
d_dist83    -.12232216      14.920348
d_dist84    43.12992        43.888417
d_dist85    6.0680829       6.3952534
d_dist86    3.5892064       10.481362
d_dist87    -11.511494      5.350152
d_dist88    -.62201602      -.258897
d_dist89    31.737915       33.260641
d_dist90    -8.9524837      -1.1719008
d_dist92    5.128076        13.596582
d_dist93    -.51176739      6.4517689
d_dist94    -17.157302      -9.7976971
d_dist95    -22.796197      -20.855608
d_dist96    -24.733528      -17.40147
d_dist97    -20.978738      -13.935897
d_dist98    4.8065217       9.3519973
d_dist99    -.62665749      2.5316572
d_dist101   -40.047033      -22.109983
d_dist102   10.432385       14.586993
d_dist103   22.902118       24.401176
d_dist105   -39.335835      -38.399162
d_dist106   -7.1736584      -6.2513399
d_dist107   -11.370583      -9.3144169
d_dist108   5.6303768       7.2546291
d_dist109   -.02926826      2.904273
d_dist110   -41.049604      -39.832684
d_dist111   6.3216019       7.5783997
d_dist113   7.0952569       17.604705
d_dist114   12.559006       22.807044
d_dist115   6.670364        14.736672
d_dist116   6.3890433       14.443488
d_dist117   3.7495875       14.707945
d_dist118   -7.8314489      -1.9499095
d_dist119   4.1782039       12.137848
d_dist120   23.526947       33.120021
d_dist121   12.178654       19.804435
d_dist123   -14.925731      -13.580965
d_dist124   -44.015889      -43.574115
d_dist125   -40.744606      -40.530397
d_dist126   -41.853628      -40.950323
d_dist127   -9.7000008      -8.3049984
d_dist128   -40.093942      -39.356061
d_dist129   -30.174129      -29.970876
d_dist130   -37.036427      -36.693575
d_dist131   -28.189721      -27.500281
d_dist132   -49.224353      -47.127103
d_dist133   -33.562222      -32.872782
d_dist134   -6.1472225      -5.4577818
d_dist135   8.8055038       9.3244915
d_dist136   10.992781       11.68222
d_dist138   -70.175449      -10.866548
d_dist139   -24.198913      -18.403552
d_dist140   -24.889359      -21.561391
d_dist141   3.840467        4.8354459
d_dist142   11.429812       13.041103
d_dist143   -19.156752      -13.021195
d_dist144   -6.6497283      1.5163397
d_dist146   50.822497       52.757506
d_dist147   4.164402        4.4305983
d_dist148   29.096969       31.48303
d_dist149   32.134485       32.865517
d_dist150   29.115488       32.049512
d_dist151   -2.9692975      4.1620591
d_dist152   .13420677       .61579275
d_dist153   -3.22998        -1.1800194
d_dist155   17.442607       20.292392
d_dist156   -11.174194      -8.5558052
d_dist158   -3.5359286      -3.3113058
d_dist160   .38647652       .63352299
d_dist161   -42.753284      -42.260127
d_dist162   -33.632096      -33.387898
d_dist163   -46.190261      -45.599738
d_dist164   -38.586645      -35.703352
d_dist165   -12.897758      -12.082237
d_dist166   -34.876132      -31.878865
d_dist167   -10.180494      -6.8645048
d_dist168   -11.860338      -8.6546564
d_dist169   18.546705       19.243299
d_dist170   -45.086234      -42.008764
d_dist171   -17.562863      -16.447133
d_dist173   6.6653759       14.911929
d_dist174   16.483869       21.988436
d_dist175   -12.324948      -7.0127498
d_dist176   13.117521       17.729779
d_dist177   29.272268       32.705038
d_dist178   49.096369       52.900934
d_dist179   36.431061       37.211243
d_dist180   33.688868       35.743433
d_dist181   35.175004       39.002296
d_dist182   46.524582       48.257721
d_dist183   46.128866       50.133436
d_dist184   44.795634       46.276666
d_dist185   2.8165285       3.865774
d_dist186   34.050934       35.746369
d_dist187   45.045933       46.741368
d_dist188   48.910932       50.606367
d_dist189   31.160932       32.006369
d_dist190   21.824114       21.828188
d_dist191   1.3533737       1.9789265
d_dist192   -1.6169288      -.44466424
d_dist193   20.821141       23.37616
d_dist194   25.362256       25.86505
d_dist195   -34.053284      -8.1803846
d_dist196   1.3323618       1.9521185
d_dist197   -8.7674663      -5.2800507
d_dist198   -4.507533       -2.9188344
d_dist199   18.376059       23.52124
d_dist200   22.873313       30.538988
d_dist202   11.966616       12.853384
d_dist203   .57801437       .74698353
d_dist204   -32.600196      -28.794806
d_dist205   1.3871899       1.437808
d_dist206   -21.468005      -20.623478
d_dist207   -32.5415        -32.518501
d_dist208   5.7195339       6.570466
d_dist209   -9.9502134      -9.7497864
d_dist210   -28.31031       -28.259691
d_dist211   -24.987402      -24.317599
d_dist212   -8.0293818      -5.6406202
d_dist213   6.6544781       6.6655207
d_dist215   -3.0562458      -2.5087528
d_dist216   -9.8478136      -9.2421851
d_dist217   -14.102444      -11.367558
d_dist218   -17.254702      -11.131044
d_dist219   -17.587984      -12.138785
d_dist220   18.65324        19.466763
d_dist221   -13.828979      -10.33602
d_dist222   -19.480244      -14.424757
d_dist223   15.645024       22.753787
d_dist224   9.403759        13.541245
d_dist225   35.909778       40.56522
d_dist226   -9.7696943      -6.2553053
d_dist227   11.050373       14.153146
d_dist228   -14.194348      -10.049544
d_dist229   -6.216598       -1.4134045
d_dist230   -7.719203       -4.2857962
d_dist231   24.693407       25.851595
d_dist233   -9.726984       -8.7230167
d_dist234   29.762502       32.142497
d_dist235   -52.79856       -18.123746
d_dist236   -23.489228      -20.15903
d_dist238   14.160229       15.994773
d_dist239   -87.488699      -25.076561
d_dist240   20.303658       20.411344
d_dist241   13.7377         15.397301
d_dist243   69.847792       72.717211
d_dist244   64.085623       68.22938
d_dist245   21.382264       22.212737
d_dist246   23.968558       27.366445
d_dist247   3.2539401       5.5559146
d_dist248   23.420668       25.044336
d_dist249   26.099312       28.365689
d_dist250   25.293959       27.796041
d_dist251   .25545213       11.192722
d_dist252   9.4699105       16.767834
d_dist253   42.010379       45.374513
d_dist254   39.367467       45.298423
d_dist255   36.712258       39.407741
d_dist256   68.302011       71.067991
d_dist257   18.016149       20.168853
d_dist258   14.628825       15.281177
d_dist259   35.081601       38.679547
d_dist260   12.508951       15.39105
d_dist262   -57.170849      -57.044152
d_dist263   -63.786768      -63.643233
d_dist264   -52.926347      -50.976404
d_dist265   -27.642212      -27.522791
d_dist266   -17.126548      -16.88845
d_dist267   -17.433357      -17.311643
d_dist268   -61.18655       -60.948452
d_dist269   -11.615351      -11.614649
d_dist271   1.3710213       1.5039816
d_dist272   -3.6857662      -.12423229
d_dist273   -5.4498424      -1.9496115
d_dist274   -69.314388      -27.012874
d_dist275   -45.952356      -24.643718
d_dist276   1.975998        4.824546
d_dist277   23.178318       25.321685
d_dist278   -17.387638      -12.377358
d_dist280   -13.336857      -7.007905
d_dist281   17.282967       22.930792
d_dist282   13.884028       14.857998
d_dist283   31.612368       36.252869
d_dist284   -22.957522      -16.922241
d_dist285   -29.226297      -22.004737
d_dist286   22.796023       24.144217
cum_capacity_turbine-.00294888.06222256
_cons       32.255363       46.021281
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
. plausexog uci demvotesmajorpercent d_sy* d_dist* (cum_count_turbine = inter),
>  ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_count_turbine) level(0.95) ///
>                                 yline(0) title("Democratic Vote") xtitle("Del
> ta") ytitle("Cumulative Count", size(small)) name(dem_count, replace) ///
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_count_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1144
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       -2.3677277      7.8724174
d_sy2       10.287073       15.062617
d_sy3       19.706564       20.395625
d_sy4       9.9193447       15.242438
d_sy5       21.80656        35.361543
d_sy6       26.913834       35.082842
d_sy7       34.356953       36.790597
d_sy8       25.711985       28.654039
d_sy9       12.772174       18.968521
d_sy10      24.233355       25.630064
d_sy11      17.574019       18.005226
d_sy12      5.3780778       12.219706
d_sy13      12.497891       29.899455
d_sy14      15.572459       27.711634
d_sy15      32.781013       38.459596
d_sy16      31.544642       31.595886
d_sy17      -24.925098      -9.3907146
d_sy18      -12.420329      -1.0922234
d_sy19      -11.705586      -6.2176635
d_sy20      -20.271738      -13.652663
d_sy21      -10.478263      -1.325547
d_sy22      -2.689756       -1.9702356
d_sy23      -2.6356822      2.0230564
d_sy24      -16.1107        -6.4535908
d_sy25      3.037509        17.492992
d_sy26      14.824805       20.61014
d_sy27      19.951037       21.770784
d_sy28      4.4853166       6.3457657
d_sy29      -14.218806      -2.4687575
d_sy30      -2.0157769      2.3820602
d_sy31      -7.8818555      -6.4252293
d_sy32      -18.331452      -8.2427213
d_sy33      27.645692       38.151828
d_sy34      40.506629       44.618393
d_sy35      40.356207       42.638814
d_sy36      31.122522       39.418256
d_sy37      34.090421       37.963786
d_sy38      40.821559       44.424927
d_sy39      34.608825       45.678031
d_sy40      5.6474852       24.019142
d_sy41      30.457672       41.702545
d_sy42      41.379903       44.181834
d_sy43      38.569759       43.651609
d_sy44      26.042265       39.392775
d_sy45      19.660248       29.30101
d_sy46      25.361223       27.05626
d_sy47      26.589505       28.823506
d_sy48      12.855214       20.870013
d_sy49      -14.323487      -3.1877015
d_sy50      -7.1509778      -2.7913228
d_sy51      -2.7005659      -1.2402337
d_sy52      -19.995001      -13.852359
d_sy53      .4904639        10.26079
d_sy54      11.840881       14.977041
d_sy55      13.026626       16.524628
d_sy56      2.8928762       13.025044
d_sy57      -4.0346493      7.3946436
d_sy58      13.410947       18.689049
d_sy59      18.523024       18.742554
d_sy60      6.6798923       12.996148
d_sy61      33.754284       43.993109
d_sy62      41.623799       45.994722
d_sy63      41.019055       42.557929
d_sy64      30.533385       37.982058
d_sy65      -1.5924711      10.602481
d_sy66      10.53066        16.723535
d_sy67      10.628288       10.877968
d_sy68      .6736472        6.4207671
d_sy69      14.781653       27.119072
d_sy70      22.588886       30.394917
d_sy71      24.916117       28.19076
d_sy72      16.709293       17.957657
d_sy73      4.0822482       18.851087
d_sy74      10.7021         18.349065
d_sy75      13.96884        14.48788
d_sy76      2.5783292       9.1388038
d_sy77      -7.5369716      -1.4237995
d_sy78      5.838738        9.3212417
d_sy79      1.8500803       3.7432087
d_sy80      -18.023089      -15.351054
d_sy81      15.799419       18.032411
d_sy82      17.192568       19.345035
d_sy83      28.788231       29.988731
d_sy84      2.6084819       6.0634721
d_sy85      -22.849715      -13.926556
d_sy86      -11.948918      -8.4172917
d_sy87      -12.441412      -11.332533
d_sy88      -22.71698       -17.168248
d_sy89      37.366388       48.870978
d_sy90      45.839601       53.244432
d_sy91      53.806146       57.11122
d_sy92      32.562452       33.357137
d_sy93      23.933413       32.440532
d_sy94      24.707454       31.248979
d_sy95      22.782366       26.184304
d_sy96      16.771963       18.329336
d_sy97      .28045457       16.519076
d_sy98      -.06979687      9.566829
d_sy99      4.4649939       10.427042
d_dist1     -4.4976275      -2.6931855
d_dist2     -12.761518      -12.508482
d_dist3     -19.382932      -17.432069
d_dist4     22.288917       25.631083
d_dist5     -2.8827848      -1.7022161
d_dist6     -33.779444      -33.495556
d_dist7     10.633362       12.64164
d_dist9     .78980064       2.3651943
d_dist10    -31.920033      -30.789733
d_dist11    -28.09248       -25.262521
d_dist12    -28.144128      -26.025873
d_dist13    6.1876707       7.6273289
d_dist14    2.0783701       5.1566315
d_dist15    8.7097025       14.470299
d_dist16    15.484578       21.195423
d_dist17    19.882758       20.057241
d_dist18    -470.22164      15.366241
d_dist19    -145.96789      -13.942165
d_dist20    6.7867308       10.87327
d_dist21    5.5704451       6.1695576
d_dist22    4.3372698       5.2627258
d_dist23    2.9854221       3.2745771
d_dist24    4.6304207       4.9195757
d_dist25    3.1526642       4.2873363
d_dist26    -12.437191      4.2466335
d_dist27    -42.816821      -42.72318
d_dist28    1.0579128       1.187089
d_dist29    -46.736119      -46.028881
d_dist30    -492.49342      -43.422144
d_dist31    -7.9796057      -.2253952
d_dist32    -32.04608       -27.95892
d_dist33    -33.244442      -28.184744
d_dist34    -29.196678      -24.223321
d_dist35    -4.228816       3.0088158
d_dist36    13.027719       14.687283
d_dist37    .46590805       .48409367
d_dist38    4.2301569       13.889839
d_dist39    22.127922       22.417077
d_dist40    23.902645       24.147355
d_dist41    -.46707726      -.17792225
d_dist42    7.5229225       7.8120775
d_dist43    18.552923       18.842078
d_dist44    -3.1567783      -2.6832218
d_dist45    19.480423       19.769578
d_dist46    18.428629       18.49137
d_dist47    -3.3195772      -3.0304222
d_dist48    -35.474913      -34.885087
d_dist49    -182.97142      -38.501637
d_dist50    -44.933772      -39.751228
d_dist51    -7.6747866      2.9547882
d_dist52    -28.495972      -25.179029
d_dist53    -159.64604      -25.799713
d_dist54    -30.593837      -29.156162
d_dist55    -5.5420771      -5.2529221
d_dist56    -31.353017      -30.381983
d_dist57    -34.349335      -31.665666
d_dist58    -25.989578      -25.700423
d_dist59    -4.3259735      .7909708
d_dist60    -37.9677        -33.284857
d_dist62    22.916208       27.278097
d_dist63    10.028639       12.251131
d_dist64    -.22187701      2.4164123
d_dist65    -59.121299      -7.1168801
d_dist66    -20.800827      -20.674871
d_dist67    -18.472836      -15.592862
d_dist69    3.3960884       10.982814
d_dist71    13.798855       21.354739
d_dist73    51.064716       51.695053
d_dist74    57.082906       57.786859
d_dist75    42.190406       42.89436
d_dist76    52.665405       53.369358
d_dist77    43.809139       44.700123
d_dist78    9.5121246       9.8976421
d_dist79    51.920404       52.374357
d_dist80    19.750353       21.824648
d_dist81    40.693739       40.731027
d_dist82    11.300682       11.729084
d_dist83    -1.0534033      14.964474
d_dist84    43.14192        43.887848
d_dist85    6.0800825       6.3946848
d_dist86    .18365076       10.642759
d_dist87    -10.941364      5.3231322
d_dist88    -.78864716      -.25099995
d_dist89    31.740557       33.204908
d_dist90    -9.4925163      -1.1463074
d_dist92    5.0658414       13.599531
d_dist93    -.51176739      6.4517689
d_dist94    -17.157302      -9.7976971
d_dist95    -22.883031      -20.851493
d_dist96    -24.733528      -17.40147
d_dist97    -20.977748      -13.956785
d_dist98    4.8089123       9.3015536
d_dist99    -.62665749      2.5316572
d_dist101   -47.092603      -21.776077
d_dist102   10.399913       15.272169
d_dist103   22.864211       25.201015
d_dist105   -39.335835      -38.399162
d_dist106   -7.1736584      -6.2513399
d_dist107   -11.370583      -9.3144169
d_dist108   5.6303768       7.2546291
d_dist109   -.02926826      2.904273
d_dist110   -40.688698      -39.849789
d_dist111   6.3216019       7.5783997
d_dist113   7.2758284       17.596147
d_dist114   12.748198       22.798078
d_dist115   6.8227582       14.72945
d_dist116   6.6026795       14.433363
d_dist117   3.9632237       14.69782
d_dist118   -7.6344788      -1.9592443
d_dist119   4.3673961       12.128882
d_dist120   23.673919       33.113056
d_dist121   12.318958       19.797785
d_dist123   -15.021727      -13.576416
d_dist124   -44.015889      -43.574115
d_dist125   -40.744606      -40.530397
d_dist126   -41.709719      -40.957143
d_dist127   -9.7000008      -8.3049984
d_dist128   -40.093942      -39.356061
d_dist129   -30.174129      -29.970876
d_dist130   -37.036427      -36.693575
d_dist131   -28.189721      -27.500281
d_dist132   -49.633931      -47.107693
d_dist133   -33.562222      -32.872782
d_dist134   -6.1472225      -5.4577818
d_dist135   8.8055038       9.3244915
d_dist136   10.992781       11.68222
d_dist138   -83.982831      -10.212183
d_dist139   -24.186459      -18.666337
d_dist140   -24.875009      -21.864181
d_dist141   3.8526843       4.5776557
d_dist142   11.172022       13.05332
d_dist143   -19.139324      -13.388938
d_dist144   -26.478104      2.456054
d_dist146   50.822497       52.757506
d_dist147   4.164402        4.4305983
d_dist148   29.096969       31.48303
d_dist149   32.134485       32.865517
d_dist150   29.115488       32.049512
d_dist151   -1.9151091      4.1120986
d_dist152   .13420677       .61579275
d_dist153   -3.22998        -1.1800194
d_dist155   17.442607       20.292392
d_dist156   -11.174194      -8.5558052
d_dist158   -3.6341652      -3.3066501
d_dist160   .38647652       .63352299
d_dist161   -42.793276      -42.258232
d_dist162   -33.632096      -33.387898
d_dist163   -46.190261      -45.599738
d_dist164   -38.586645      -35.703352
d_dist165   -12.897758      -12.082237
d_dist166   -34.876132      -31.878865
d_dist167   -10.180494      -6.8645048
d_dist168   -11.860338      -8.6546564
d_dist169   18.546705       19.243299
d_dist170   -45.086234      -42.008764
d_dist171   -17.562863      -16.447133
d_dist173   6.6959192       14.267453
d_dist174   16.514412       21.34396
d_dist175   -12.294405      -7.6572254
d_dist176   13.148065       17.085304
d_dist177   29.302811       32.060562
d_dist178   49.126912       52.256459
d_dist179   35.786585       37.241786
d_dist180   33.719411       35.098957
d_dist181   35.205547       38.357821
d_dist182   46.555125       47.613245
d_dist183   46.15941        49.488961
d_dist184   44.826177       45.632191
d_dist185   2.8470718       3.2212985
d_dist186   33.406458       35.776912
d_dist187   44.401457       46.771911
d_dist188   48.266457       50.636911
d_dist189   30.516457       32.036912
d_dist190   21.183712       21.854657
d_dist191   1.334451        1.383917
d_dist192   -1.585502       -1.107783
d_dist193   20.851685       22.731684
d_dist194   24.71778        25.895593
d_dist195   -36.205044      -8.0784075
d_dist196   1.2863139       1.3639158
d_dist197   -8.7327316      -6.0129689
d_dist198   -4.4358538      -4.4312962
d_dist199   18.406602       22.876765
d_dist200   22.903856       29.894512
d_dist202   11.966616       12.853384
d_dist203   .57801437       .74698353
d_dist204   -32.600196      -28.794806
d_dist205   1.3871899       1.437808
d_dist206   -21.466846      -20.647922
d_dist207   -32.5415        -32.518501
d_dist208   5.7195339       6.570466
d_dist209   -9.9502134      -9.7497864
d_dist210   -28.31031       -28.259691
d_dist211   -24.987402      -24.317599
d_dist212   -8.0293818      -5.6406202
d_dist213   6.6544781       6.6655207
d_dist215   -3.0562458      -2.5087528
d_dist216   -9.8478136      -9.2421851
d_dist217   -14.102444      -11.367558
d_dist218   -17.249573      -11.239264
d_dist219   -17.589501      -12.106776
d_dist220   18.65324        19.466763
d_dist221   -13.828979      -10.33602
d_dist222   -19.480244      -14.424757
d_dist223   15.646197       22.729032
d_dist224   9.403759        13.541245
d_dist225   35.912977       40.497721
d_dist226   -9.7696943      -6.2553053
d_dist227   11.051532       14.128702
d_dist228   -14.193558      -10.06621
d_dist229   -6.216598       -1.4134045
d_dist230   -7.719203       -4.2857962
d_dist231   24.693407       25.851595
d_dist233   -9.726984       -8.7230167
d_dist234   29.762502       32.142497
d_dist235   -52.931448      -18.117448
d_dist236   -23.77265       -20.145598
d_dist238   14.160229       15.994773
d_dist239   -106.99743      -24.151995
d_dist240   20.303658       20.411344
d_dist241   13.7377         15.397301
d_dist243   69.847792       72.717211
d_dist244   64.085623       68.22938
d_dist245   21.382264       22.212737
d_dist246   23.968558       27.366445
d_dist247   3.1819546       5.5593262
d_dist248   23.420668       25.044336
d_dist249   26.099312       28.365689
d_dist250   25.293959       27.796041
d_dist251   .14276629       11.198062
d_dist252   8.9046911       16.794621
d_dist253   42.219958       45.364581
d_dist254   40.211097       45.258442
d_dist255   36.712258       39.407741
d_dist256   68.302011       71.067991
d_dist257   18.016149       20.168853
d_dist258   14.628825       15.281177
d_dist259   35.449643       38.662104
d_dist260   12.508951       15.39105
d_dist262   -57.170849      -57.044152
d_dist263   -63.786768      -63.643233
d_dist264   -52.995108      -50.973145
d_dist265   -27.642212      -27.522791
d_dist266   -17.126548      -16.88845
d_dist267   -17.433357      -17.311643
d_dist268   -61.18655       -60.948452
d_dist269   -11.615351      -11.614649
d_dist271   1.3710213       1.5039816
d_dist272   -3.6857662      -.12423229
d_dist273   -5.4495897      -1.9549437
d_dist274   -65.696904      -27.184315
d_dist275   -62.338257      -23.867151
d_dist276   1.9762507       4.8192138
d_dist277   23.178318       25.321685
d_dist278   -17.387638      -12.377358
d_dist280   -13.430745      -5.0268161
d_dist281   17.190237       24.887437
d_dist282   13.800248       16.625797
d_dist283   31.518479       38.233958
d_dist284   -23.051411      -14.941152
d_dist285   -28.165926      -22.05499
d_dist286   22.702135       26.125305
cum_count_turbine-.00492873 .10399836
_cons       32.353681       43.946731
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
. ** Rep
. plausexog uci repvotesmajorpercent d_sy* d_dist* (cum_capacity_turbine = inte
> r), ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_capacity_turbine) level(0.95) ///
>                                 yline(0) title("Republican Vote") xtitle("Del
> ta") ytitle("Cumulative Capacity (MW)", size(small)) name(rep_capacity, repla
> ce) ///
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_capacity_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1144
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       -7.9683267      4.3914408
d_sy2       -15.158526      -8.2633598
d_sy3       -19.802473      -18.371912
d_sy4       -13.015375      -10.024892
d_sy5       -35.465586      -19.611177
d_sy6       -35.178571      -24.893896
d_sy7       -36.887158      -32.319468
d_sy8       -26.608646      -25.808921
d_sy9       -19.107666      -9.8361619
d_sy10      -24.368251      -22.783684
d_sy11      -17.61937       -17.048322
d_sy12      -10.96346       -5.4376158
d_sy13      -29.822233      -14.127338
d_sy14      -27.605497      -17.812003
d_sy15      -38.34992       -35.095206
d_sy16      -34.111973      -31.474215
d_sy17      9.3108801       26.609635
d_sy18      1.0250233       13.838255
d_sy19      6.1378253       13.3902
d_sy20      13.578524       21.83607
d_sy21      1.2241936       12.616834
d_sy22      1.8691522       4.8226324
d_sy23      .03783061       2.5380116
d_sy24      8.3714574       16.019807
d_sy25      -17.592471      -.93847095
d_sy26      -20.709619      -12.725766
d_sy27      -20.045099      -19.786046
d_sy28      -4.5855708      -4.2303826
d_sy29      2.4326693       14.980241
d_sy30      -2.3970446      2.3319708
d_sy31      7.8084432       7.9742167
d_sy32      10.714946       18.214285
d_sy33      -38.248009      -25.616258
d_sy34      -44.714574      -38.477193
d_sy35      -40.609379      -40.452388
d_sy36      -37.208367      -31.227255
d_sy37      -38.054414      -32.178155
d_sy38      -42.527931      -40.911464
d_sy39      -43.80484       -34.697602
d_sy40      -22.257927      -5.7309543
d_sy41      -41.80149       -28.369854
d_sy42      -44.280177      -39.304796
d_sy43      -41.605172      -38.666743
d_sy44      -37.303934      -26.141259
d_sy45      -29.414923      -17.256603
d_sy46      -27.1701        -22.959088
d_sy47      -26.695229      -26.592642
d_sy48      -18.577283      -12.96387
d_sy49      3.0949347       16.280907
d_sy50      2.6985537       9.1083976
d_sy51      2.5978188       3.408241
d_sy52      16.067718       19.89001
d_sy53      -10.359109      1.5840858
d_sy54      -15.075359      -9.7663279
d_sy55      -14.450079      -13.124944
d_sy56      -10.950493      -2.9911954
d_sy57      -7.4952896      6.1583187
d_sy58      -18.789695      -11.287278
d_sy59      -18.629484      -16.496202
d_sy60      -10.798687      -6.7840374
d_sy61      -44.091576      -31.676659
d_sy62      -46.092994      -39.550275
d_sy63      -41.117325      -40.484405
d_sy64      -35.908536      -30.631657
d_sy65      -10.732915      4.3446834
d_sy66      -16.853546      -7.7873985
d_sy67      -11.004179      -7.9651907
d_sy68      -3.7032336      -.80243854
d_sy69      -27.21748       -12.705222
d_sy70      -30.493324      -20.512454
d_sy71      -28.28917       -22.839686
d_sy72      -16.807344      -15.888746
d_sy73      -18.950039      -1.9942748
d_sy74      -18.447781      -8.6191269
d_sy75      -14.586596      -11.885867
d_sy76      -7.0945167      -2.6752116
d_sy77      1.3299034       9.5182095
d_sy78      -9.4035139      -4.1027186
d_sy79      -1.9377163      -1.8940614
d_sy80      17.893623       18.082848
d_sy81      -18.112923      -14.100603
d_sy82      -17.89577       -17.261252
d_sy83      -28.871074      -28.240724
d_sy84      -6.2247071      .79363334
d_sy85      13.832473       24.834856
d_sy86      8.3225955       13.946974
d_sy87      12.340712       13.457294
d_sy88      19.358481       22.613177
d_sy89      -48.969298      -35.291837
d_sy90      -53.342751      -43.765048
d_sy91      -57.20954       -51.731593
d_sy92      -32.660774      -31.282584
d_sy93      -32.518992      -22.277915
d_sy94      -31.315127      -23.311719
d_sy95      -26.282596      -20.708387
d_sy96      -18.479714      -13.598973
d_sy97      -16.527132      -.11046881
d_sy98      -9.5748838      .23978382
d_sy99      -10.428648      -4.4311162
d_dist1     2.6739109       4.9043289
d_dist2     12.508481       12.761518
d_dist3     17.432069       19.382932
d_dist4     -25.631083      -22.288917
d_dist5     1.7022161       2.8827848
d_dist6     33.495557       33.779444
d_dist7     -12.64164       -10.633362
d_dist9     -2.3651958      -.78980255
d_dist10    31.219984       31.899642
d_dist11    25.262522       28.092479
d_dist12    26.025873       28.144125
d_dist13    -7.6273289      -6.1876721
d_dist14    -5.1566296      -2.0783706
d_dist15    -14.470297      -8.7097031
d_dist16    -21.195421      -15.484579
d_dist17    -20.05724       -19.882761
d_dist18    4.3487698       54.226452
d_dist19    19.641029       25.719411
d_dist20    -10.873267      -6.7867332
d_dist21    -6.1695557      -5.5704446
d_dist22    -5.2627277      -4.3372726
d_dist23    -3.2745786      -2.9854212
d_dist24    -4.9195781      -4.6304212
d_dist25    -4.287334       -3.1526661
d_dist26    -3.7419971      -3.4798637
d_dist27    42.723181       42.816819
d_dist28    -1.1870902      -1.0579111
d_dist29    46.028882       46.736116
d_dist30    63.395418       71.048742
d_dist31    .22539568       7.9796042
d_dist32    27.95892        32.046077
d_dist33    27.652729       33.269654
d_dist34    24.223322       29.196677
d_dist35    -3.0088153      4.2288146
d_dist36    -14.68728       -13.02772
d_dist37    -.48409462      -.46590519
d_dist38    -13.889839      -4.2301595
d_dist39    -22.417078      -22.127921
d_dist40    -24.147357      -23.902644
d_dist41    .1779213        .46707869
d_dist42    -7.8120785      -7.5229211
d_dist43    -18.842079      -18.552922
d_dist44    2.6832232       3.1567779
d_dist45    -19.769578      -19.480421
d_dist46    -18.491372      -18.428629
d_dist47    3.0304217       3.3195786
d_dist48    34.885089       35.474912
d_dist49    44.984645       46.17718
d_dist50    39.751228       44.933769
d_dist51    -2.9547853      7.6747851
d_dist52    25.179029       28.495971
d_dist53    31.776703       33.528953
d_dist54    29.156163       30.593835
d_dist55    5.2529206       5.542078
d_dist56    30.381984       31.353014
d_dist57    31.665667       34.349334
d_dist58    25.700422       25.989579
d_dist59    -.79097176      4.3259721
d_dist60    33.668233       37.949529
d_dist62    -27.281681      -22.840542
d_dist63    -12.255053      -9.9458612
d_dist64    -2.4200931      .299543
d_dist65    7.6767394       47.308025
d_dist66    20.671286       20.876494
d_dist67    15.668527       18.469251
d_dist69    -6.8472029      -3.5920882
d_dist71    -20.868039      -13.82192
d_dist73    -51.695619      -51.052717
d_dist74    -57.787429      -57.070907
d_dist75    -42.89493       -42.178407
d_dist76    -53.36993       -52.653407
d_dist77    -44.69912       -43.830285
d_dist78    -9.8982117      -9.5001241
d_dist79    -52.374929      -51.908407
d_dist80    -21.83087       -19.750058
d_dist81    -40.731595      -40.68174
d_dist82    -11.717083      -11.301251
d_dist83    -14.920349      .12232192
d_dist84    -43.888416      -43.129919
d_dist85    -6.3952534      -6.0680829
d_dist86    -10.481363      -3.589207
d_dist87    -5.350149       11.511495
d_dist88    .25889987       .62201838
d_dist89    -33.26064       -31.737915
d_dist90    1.1718995       8.9524841
d_dist92    -13.596581      -5.1280744
d_dist93    -6.4517679      .51176834
d_dist94    9.797698        17.157301
d_dist95    20.855608       22.796198
d_dist96    17.401473       24.733528
d_dist97    13.935896       20.978737
d_dist98    -9.3519963      -4.8065217
d_dist99    -2.5316572      .62665653
d_dist101   22.109985       40.047035
d_dist102   -14.586993      -10.432385
d_dist103   -24.401173      -22.902116
d_dist105   38.399165       39.335835
d_dist106   6.251338        7.1736612
d_dist107   9.3144164       11.370582
d_dist108   -7.2546287      -5.6303706
d_dist109   -2.9042733      .02927238
d_dist110   39.832688       41.049607
d_dist111   -7.5784013      -6.3215985
d_dist113   -17.604704      -7.0952597
d_dist114   -22.807044      -12.559008
d_dist115   -14.736671      -6.6703669
d_dist116   -14.443488      -6.389045
d_dist117   -14.707943      -3.7495927
d_dist118   1.9499109       7.8314474
d_dist119   -12.137845      -4.1782075
d_dist120   -33.120021      -23.526949
d_dist121   -19.804432      -12.178657
d_dist123   13.580963       14.925731
d_dist124   43.574112       44.015888
d_dist125   40.530396       40.744602
d_dist126   40.95032        41.853627
d_dist127   8.3049996       9.6999986
d_dist128   39.356061       40.09394
d_dist129   29.970876       30.174126
d_dist130   36.693576       37.036426
d_dist131   27.500279       28.189721
d_dist132   47.127099       49.224353
d_dist133   32.872781       33.562221
d_dist134   5.4577787       6.1472208
d_dist135   -9.3244936      -8.805506
d_dist136   -11.682221      -10.992779
d_dist138   10.866545       70.175444
d_dist139   18.403549       24.19891
d_dist140   21.561389       24.889356
d_dist141   -4.8354512      -3.8404717
d_dist142   -13.041107      -11.429814
d_dist143   13.021192       19.156749
d_dist144   -1.5163424      6.649725
d_dist146   -52.757506      -50.822495
d_dist147   -4.4305992      -4.1644011
d_dist148   -31.483031      -29.096969
d_dist149   -32.865517      -32.134486
d_dist150   -32.049512      -29.115487
d_dist151   -4.1620586      2.9692964
d_dist152   -.61579418      -.13420963
d_dist153   1.1800165       3.2299795
d_dist155   -20.292393      -17.442608
d_dist156   8.5558043       11.174194
d_dist158   3.3113048       3.5359277
d_dist160   -.63352323      -.38647819
d_dist161   42.260126       42.753285
d_dist162   33.3879         33.632098
d_dist163   45.599737       46.19026
d_dist164   35.703352       38.586646
d_dist165   12.08224        12.89776
d_dist166   31.878867       34.876134
d_dist167   6.8645048       10.180496
d_dist168   8.6546602       11.860342
d_dist169   -19.243295      -18.546704
d_dist170   42.008764       45.086234
d_dist171   16.447134       17.562865
d_dist173   -14.911927      -6.6653759
d_dist174   -21.988433      -16.483868
d_dist175   7.0127489       12.324945
d_dist176   -17.729779      -13.117521
d_dist177   -32.705036      -29.272267
d_dist178   -52.900933      -49.096368
d_dist179   -37.211241      -36.43106
d_dist180   -35.743434      -33.688869
d_dist181   -39.002297      -35.175004
d_dist182   -48.257719      -46.524582
d_dist183   -50.133433      -46.128868
d_dist184   -46.276669      -44.795633
d_dist185   -3.865774       -2.8165285
d_dist186   -35.746368      -34.050933
d_dist187   -46.741368      -45.045933
d_dist188   -50.606368      -48.910933
d_dist189   -32.006368      -31.160934
d_dist190   -21.828188      -21.824114
d_dist191   -1.9789274      -1.3533747
d_dist192   .4446644        1.6169291
d_dist193   -23.37616       -20.821141
d_dist194   -25.865047      -25.362254
d_dist195   8.1803838       34.053282
d_dist196   -1.9521185      -1.3323618
d_dist197   5.2800517       8.7674663
d_dist198   2.9188342       4.5075342
d_dist199   -23.521241      -18.376059
d_dist200   -30.538989      -22.873312
d_dist202   -12.853384      -11.966616
d_dist203   -.74698257      -.57801437
d_dist204   28.794804       32.600197
d_dist205   -1.437809       -1.3871918
d_dist206   20.623477       21.468005
d_dist207   32.518501       32.541499
d_dist208   -6.570467       -5.7195334
d_dist209   9.7497854       9.9502134
d_dist210   28.259691       28.310308
d_dist211   24.317598       24.987402
d_dist212   5.6406183       8.0293818
d_dist213   -6.6655211      -6.6544781
d_dist215   2.5087509       3.0562449
d_dist216   9.2421827       9.8478127
d_dist217   11.367557       14.102443
d_dist218   11.131043       17.254699
d_dist219   12.138785       17.587982
d_dist220   -19.466763      -18.65324
d_dist221   10.33602        13.828976
d_dist222   14.424755       19.480242
d_dist223   -22.753788      -15.645027
d_dist224   -13.541243      -9.403759
d_dist225   -40.565221      -35.909779
d_dist226   6.2553043       9.7696924
d_dist227   -14.153146      -11.050375
d_dist228   10.049544       14.194347
d_dist229   1.4134035       6.2165966
d_dist230   4.2857962       7.719202
d_dist231   -25.851595      -24.693408
d_dist233   8.7230186       9.7269831
d_dist234   -32.142498      -29.7625
d_dist235   18.123744       52.79856
d_dist236   20.159028       23.48923
d_dist238   -15.994773      -14.160228
d_dist239   25.076563       87.488699
d_dist240   -20.411343      -20.303658
d_dist241   -15.397302      -13.737699
d_dist243   -72.717209      -69.847787
d_dist244   -68.229377      -64.08562
d_dist245   -22.212735      -21.382261
d_dist246   -27.366443      -23.968555
d_dist247   -5.5559127      -3.2539373
d_dist248   -25.044334      -23.420665
d_dist249   -28.365687      -26.09931
d_dist250   -27.79604       -25.293956
d_dist251   -11.19272       -.25545084
d_dist252   -16.767832      -9.4699077
d_dist253   -45.374512      -42.010374
d_dist254   -45.298421      -39.367464
d_dist255   -39.40774       -36.712258
d_dist256   -71.067988      -68.302009
d_dist257   -20.168851      -18.016146
d_dist258   -15.281174      -14.628824
d_dist259   -38.679545      -35.081598
d_dist260   -15.391049      -12.508948
d_dist262   57.04415        57.170849
d_dist263   63.643234       63.786766
d_dist264   50.976408       52.926346
d_dist265   27.522791       27.642209
d_dist266   16.888453       17.126547
d_dist267   17.311643       17.433356
d_dist268   60.948452       61.186546
d_dist269   11.614651       11.615349
d_dist271   -1.5039806      -1.3710194
d_dist272   .12423229       3.6857672
d_dist273   1.9496124       5.4498443
d_dist274   27.012875       69.314387
d_dist275   24.643719       45.952355
d_dist276   -4.8245489      -1.9759975
d_dist277   -25.321683      -23.178317
d_dist278   12.377358       17.387639
d_dist280   7.0079022       13.336854
d_dist281   -22.930792      -17.282968
d_dist282   -14.857999      -13.884029
d_dist283   -36.252871      -31.612369
d_dist284   16.922237       22.95752
d_dist285   22.004736       29.226295
d_dist286   -24.144217      -22.796024
cum_capacity_turbine-.06222256.00294888
_cons       53.978718       67.744638
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
. plausexog uci repvotesmajorpercent d_sy* d_dist* (cum_count_turbine = inter),
>  ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_count_turbine) level(0.95) ///
>                                 yline(0) title("Republican Vote") xtitle("Del
> ta") ytitle("Cumulative Count", size(small)) name(rep_count, replace) ///
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_count_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1144
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       -7.8724181      2.3677285
d_sy2       -15.062617      -10.287072
d_sy3       -20.395624      -19.706565
d_sy4       -15.242439      -9.9193457
d_sy5       -35.361542      -21.806561
d_sy6       -35.082841      -26.913835
d_sy7       -36.790597      -34.356953
d_sy8       -28.654039      -25.711985
d_sy9       -18.968521      -12.772173
d_sy10      -25.630063      -24.233355
d_sy11      -18.005226      -17.57402
d_sy12      -12.219705      -5.3780794
d_sy13      -29.899456      -12.497892
d_sy14      -27.711635      -15.572461
d_sy15      -38.459596      -32.781012
d_sy16      -31.595887      -31.544645
d_sy17      9.3907143       24.925099
d_sy18      1.0922221       12.420331
d_sy19      6.2176632       11.705586
d_sy20      13.652662       20.271738
d_sy21      1.3255457       10.478263
d_sy22      1.9702344       2.6897555
d_sy23      -2.0230569      2.635682
d_sy24      6.4535906       16.110699
d_sy25      -17.492993      -3.0375098
d_sy26      -20.61014       -14.824805
d_sy27      -21.770785      -19.951038
d_sy28      -6.3457662      -4.4853177
d_sy29      2.4687556       14.218805
d_sy30      -2.3820594      2.0157785
d_sy31      6.4252285       7.8818534
d_sy32      8.2427176       18.33145
d_sy33      -38.15183       -27.645694
d_sy34      -44.618394      -40.50663
d_sy35      -42.638816      -40.356208
d_sy36      -39.418257      -31.122523
d_sy37      -37.963788      -34.090418
d_sy38      -44.424923      -40.821561
d_sy39      -45.678029      -34.608827
d_sy40      -24.019137      -5.6474863
d_sy41      -41.702543      -30.457671
d_sy42      -44.181832      -41.379902
d_sy43      -43.651608      -38.569757
d_sy44      -39.392775      -26.042264
d_sy45      -29.301008      -19.660244
d_sy46      -27.056258      -25.361219
d_sy47      -28.823503      -26.589503
d_sy48      -20.87001       -12.855212
d_sy49      3.1877014       14.323489
d_sy50      2.7913205       7.1509795
d_sy51      1.2402346       2.7005659
d_sy52      13.852361       19.995001
d_sy53      -10.260791      -.49046431
d_sy54      -14.977041      -11.840878
d_sy55      -16.524629      -13.026626
d_sy56      -13.025043      -2.8928775
d_sy57      -7.3946439      4.0346504
d_sy58      -18.689049      -13.410946
d_sy59      -18.742551      -18.523025
d_sy60      -12.996147      -6.6798945
d_sy61      -43.993112      -33.754285
d_sy62      -45.994724      -41.6238
d_sy63      -42.557929      -41.019056
d_sy64      -37.98206       -30.533388
d_sy65      -10.602481      1.5924716
d_sy66      -16.723536      -10.53066
d_sy67      -10.877968      -10.628287
d_sy68      -6.420767       -.67364812
d_sy69      -27.119073      -14.781652
d_sy70      -30.394917      -22.588884
d_sy71      -28.190763      -24.916116
d_sy72      -17.957656      -16.709294
d_sy73      -18.851085      -4.0822462
d_sy74      -18.349064      -10.702098
d_sy75      -14.487879      -13.968839
d_sy76      -9.1388026      -2.578328
d_sy77      1.4237991       7.5369704
d_sy78      -9.3212397      -5.838739
d_sy79      -3.7432086      -1.8500808
d_sy80      15.351054       18.023089
d_sy81      -18.032412      -15.799418
d_sy82      -19.345035      -17.192568
d_sy83      -29.988729      -28.788232
d_sy84      -6.0634727      -2.6084815
d_sy85      13.926554       22.849713
d_sy86      8.4172882       11.948917
d_sy87      11.33253        12.441409
d_sy88      17.168246       22.716978
d_sy89      -48.87098       -37.366387
d_sy90      -53.244433      -45.839598
d_sy91      -57.111222      -53.806143
d_sy92      -33.357134      -32.562456
d_sy93      -32.440534      -23.933413
d_sy94      -31.24898       -24.707453
d_sy95      -26.184306      -22.782365
d_sy96      -18.329338      -16.771963
d_sy97      -16.519076      -.28045308
d_sy98      -9.5668279      .06979955
d_sy99      -10.427043      -4.4649923
d_dist1     2.6931855       4.4976265
d_dist2     12.508481       12.761518
d_dist3     17.432069       19.382932
d_dist4     -25.631083      -22.288917
d_dist5     1.7022161       2.8827848
d_dist6     33.495557       33.779444
d_dist7     -12.64164       -10.633362
d_dist9     -2.3651958      -.78980255
d_dist10    30.789735       31.920032
d_dist11    25.262522       28.092479
d_dist12    26.025873       28.144125
d_dist13    -7.6273289      -6.1876721
d_dist14    -5.1566296      -2.0783706
d_dist15    -14.470297      -8.7097031
d_dist16    -21.195421      -15.484579
d_dist17    -20.05724       -19.882761
d_dist18    -15.366239      470.22164
d_dist19    13.942165       145.96789
d_dist20    -10.873267      -6.7867332
d_dist21    -6.1695557      -5.5704446
d_dist22    -5.2627277      -4.3372726
d_dist23    -3.2745786      -2.9854212
d_dist24    -4.9195781      -4.6304212
d_dist25    -4.287334       -3.1526661
d_dist26    -4.2466342      12.437191
d_dist27    42.723181       42.816819
d_dist28    -1.1870902      -1.0579111
d_dist29    46.028882       46.736116
d_dist30    43.422145       492.49342
d_dist31    .22539568       7.9796042
d_dist32    27.95892        32.046077
d_dist33    28.184744       33.244441
d_dist34    24.223322       29.196677
d_dist35    -3.0088153      4.2288146
d_dist36    -14.68728       -13.02772
d_dist37    -.48409462      -.46590519
d_dist38    -13.889839      -4.2301595
d_dist39    -22.417078      -22.127921
d_dist40    -24.147357      -23.902644
d_dist41    .1779213        .46707869
d_dist42    -7.8120785      -7.5229211
d_dist43    -18.842079      -18.552922
d_dist44    2.6832232       3.1567779
d_dist45    -19.769578      -19.480421
d_dist46    -18.491372      -18.428629
d_dist47    3.0304217       3.3195786
d_dist48    34.885089       35.474912
d_dist49    38.501638       182.97142
d_dist50    39.751228       44.933769
d_dist51    -2.9547853      7.6747851
d_dist52    25.179029       28.495971
d_dist53    25.799712       159.64603
d_dist54    29.156163       30.593835
d_dist55    5.2529206       5.542078
d_dist56    30.381984       31.353014
d_dist57    31.665667       34.349334
d_dist58    25.700422       25.989579
d_dist59    -.79097176      4.3259721
d_dist60    33.284857       37.967698
d_dist62    -27.278095      -22.916208
d_dist63    -12.25113       -10.028639
d_dist64    -2.4164123      .22187701
d_dist65    7.1168801       59.121298
d_dist66    20.674872       20.800828
d_dist67    15.592862       18.472837
d_dist69    -10.982814      -3.3960916
d_dist71    -21.354738      -13.798854
d_dist73    -51.69505       -51.064716
d_dist74    -57.78686       -57.082906
d_dist75    -42.894361      -42.190406
d_dist76    -53.369361      -52.665406
d_dist77    -44.700123      -43.809138
d_dist78    -9.8976431      -9.5121236
d_dist79    -52.37436       -51.920406
d_dist80    -21.824648      -19.750353
d_dist81    -40.731027      -40.693739
d_dist82    -11.729083      -11.300682
d_dist83    -14.964475      1.053403
d_dist84    -43.887848      -43.141918
d_dist85    -6.3946848      -6.0800825
d_dist86    -10.642761      -.18365141
d_dist87    -5.3231292      10.941366
d_dist88    .25100282       .78864952
d_dist89    -33.204907      -31.740557
d_dist90    1.146306        9.4925167
d_dist92    -13.599531      -5.0658397
d_dist93    -6.4517679      .51176834
d_dist94    9.797698        17.157301
d_dist95    20.851493       22.883031
d_dist96    17.401473       24.733528
d_dist97    13.956784       20.977747
d_dist98    -9.3015527      -4.8089123
d_dist99    -2.5316572      .62665653
d_dist101   21.776078       47.092605
d_dist102   -15.272169      -10.399913
d_dist103   -25.201012      -22.86421
d_dist105   38.399165       39.335835
d_dist106   6.251338        7.1736612
d_dist107   9.3144164       11.370582
d_dist108   -7.2546287      -5.6303706
d_dist109   -2.9042733      .02927238
d_dist110   39.849792       40.6887
d_dist111   -7.5784013      -6.3215985
d_dist113   -17.596147      -7.2758313
d_dist114   -22.798078      -12.7482
d_dist115   -14.729449      -6.8227611
d_dist116   -14.433364      -6.6026812
d_dist117   -14.697819      -3.963229
d_dist118   1.9592458       7.6344774
d_dist119   -12.128879      -4.3673997
d_dist120   -33.113056      -23.673921
d_dist121   -19.797783      -12.318961
d_dist123   13.576414       15.021727
d_dist124   43.574112       44.015888
d_dist125   40.530396       40.744602
d_dist126   40.95714        41.709718
d_dist127   8.3049996       9.6999986
d_dist128   39.356061       40.09394
d_dist129   29.970876       30.174126
d_dist130   36.693576       37.036426
d_dist131   27.500279       28.189721
d_dist132   47.107689       49.633931
d_dist133   32.872781       33.562221
d_dist134   5.4577787       6.1472208
d_dist135   -9.3244936      -8.805506
d_dist136   -11.682221      -10.992779
d_dist138   10.21218        83.982826
d_dist139   18.666335       24.186456
d_dist140   21.864178       24.875006
d_dist141   -4.5776609      -3.852689
d_dist142   -13.053324      -11.172024
d_dist143   13.388935       19.139321
d_dist144   -2.4560566      26.4781
d_dist146   -52.757506      -50.822495
d_dist147   -4.4305992      -4.1644011
d_dist148   -31.483031      -29.096969
d_dist149   -32.865517      -32.134486
d_dist150   -32.049512      -29.115487
d_dist151   -4.1120981      1.915108
d_dist152   -.61579418      -.13420963
d_dist153   1.1800165       3.2299795
d_dist155   -20.292393      -17.442608
d_dist156   8.5558043       11.174194
d_dist158   3.3066491       3.6341642
d_dist160   -.63352323      -.38647819
d_dist161   42.258231       42.793277
d_dist162   33.3879         33.632098
d_dist163   45.599737       46.19026
d_dist164   35.703352       38.586646
d_dist165   12.08224        12.89776
d_dist166   31.878867       34.876134
d_dist167   6.8645048       10.180496
d_dist168   8.6546602       11.860342
d_dist169   -19.243295      -18.546704
d_dist170   42.008764       45.086234
d_dist171   16.447134       17.562865
d_dist173   -14.267452      -6.6959192
d_dist174   -21.343957      -16.514411
d_dist175   7.6572244       12.294402
d_dist176   -17.085303      -13.148064
d_dist177   -32.06056       -29.30281
d_dist178   -52.256458      -49.126911
d_dist179   -37.241784      -35.786585
d_dist180   -35.098958      -33.719412
d_dist181   -38.357821      -35.205548
d_dist182   -47.613243      -46.555125
d_dist183   -49.488958      -46.159411
d_dist184   -45.632193      -44.826176
d_dist185   -3.2212984      -2.8470718
d_dist186   -35.776911      -33.406458
d_dist187   -46.771912      -44.401458
d_dist188   -50.636911      -48.266458
d_dist189   -32.036912      -30.516458
d_dist190   -21.854657      -21.183712
d_dist191   -1.3839179      -1.3344519
d_dist192   1.1077831       1.5855023
d_dist193   -22.731685      -20.851684
d_dist194   -25.89559       -24.717778
d_dist195   8.0784067       36.205042
d_dist196   -1.3639159      -1.2863139
d_dist197   6.0129699       8.7327315
d_dist198   4.431296        4.435855
d_dist199   -22.876765      -18.406602
d_dist200   -29.894513      -22.903855
d_dist202   -12.853384      -11.966616
d_dist203   -.74698257      -.57801437
d_dist204   28.794804       32.600197
d_dist205   -1.437809       -1.3871918
d_dist206   20.647921       21.466846
d_dist207   32.518501       32.541499
d_dist208   -6.570467       -5.7195334
d_dist209   9.7497854       9.9502134
d_dist210   28.259691       28.310308
d_dist211   24.317598       24.987402
d_dist212   5.6406183       8.0293818
d_dist213   -6.6655211      -6.6544781
d_dist215   2.5087509       3.0562449
d_dist216   9.2421827       9.8478127
d_dist217   11.367557       14.102443
d_dist218   11.239263       17.249571
d_dist219   12.106776       17.589499
d_dist220   -19.466763      -18.65324
d_dist221   10.33602        13.828976
d_dist222   14.424755       19.480242
d_dist223   -22.729033      -15.646201
d_dist224   -13.541243      -9.403759
d_dist225   -40.497723      -35.912978
d_dist226   6.2553043       9.7696924
d_dist227   -14.128702      -11.051534
d_dist228   10.06621        14.193557
d_dist229   1.4134035       6.2165966
d_dist230   4.2857962       7.719202
d_dist231   -25.851595      -24.693408
d_dist233   8.7230186       9.7269831
d_dist234   -32.142498      -29.7625
d_dist235   18.117447       52.931447
d_dist236   20.145596       23.772653
d_dist238   -15.994773      -14.160228
d_dist239   24.151998       106.99743
d_dist240   -20.411343      -20.303658
d_dist241   -15.397302      -13.737699
d_dist243   -72.717209      -69.847787
d_dist244   -68.229377      -64.08562
d_dist245   -22.212735      -21.382261
d_dist246   -27.366443      -23.968555
d_dist247   -5.5593243      -3.1819518
d_dist248   -25.044334      -23.420665
d_dist249   -28.365687      -26.09931
d_dist250   -27.79604       -25.293956
d_dist251   -11.198061      -.14276501
d_dist252   -16.794619      -8.9046884
d_dist253   -45.364579      -42.219954
d_dist254   -45.25844       -40.211095
d_dist255   -39.40774       -36.712258
d_dist256   -71.067988      -68.302009
d_dist257   -20.168851      -18.016146
d_dist258   -15.281174      -14.628824
d_dist259   -38.662102      -35.44964
d_dist260   -15.391049      -12.508948
d_dist262   57.04415        57.170849
d_dist263   63.643234       63.786766
d_dist264   50.973149       52.995107
d_dist265   27.522791       27.642209
d_dist266   16.888453       17.126547
d_dist267   17.311643       17.433356
d_dist268   60.948452       61.186546
d_dist269   11.614651       11.615349
d_dist271   -1.5039806      -1.3710194
d_dist272   .12423229       3.6857672
d_dist273   1.9549447       5.4495916
d_dist274   27.184316       65.696903
d_dist275   23.867152       62.338256
d_dist276   -4.8192166      -1.9762502
d_dist277   -25.321683      -23.178317
d_dist278   12.377358       17.387639
d_dist280   5.0268132       13.430742
d_dist281   -24.887437      -17.190238
d_dist282   -16.625797      -13.800249
d_dist283   -38.23396       -31.51848
d_dist284   14.941148       23.051409
d_dist285   22.054989       28.165924
d_dist286   -26.125305      -22.702136
cum_count_turbine-.10399836 .00492873
_cons       56.053268       67.64632
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
. 
. ** Inc
. plausexog uci incumbvotesmajorpercent d_sy* d_dist* (cum_capacity_turbine = i
> nter), ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_capacity_turbine) level(0.95) ///
>                             yline(0) title("Incumbent Vote") xtitle("Delta") 
> ytitle("Cumulative Capacity (MW)", size(small)) name(inc_capacity, replace) /
> //
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_capacity_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1046
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       6.7319853       18.424989
d_sy2       1.4351899       7.5213565
d_sy3       -.30397847      .88223755
d_sy4       -3.7593041      -.09601169
d_sy5       8.7766445       24.285781
d_sy6       12.334037       22.399487
d_sy7       15.869785       20.15456
d_sy8       11.186137       12.393473
d_sy9       5.3294745       11.920325
d_sy10      13.455845       16.518533
d_sy11      5.090016        5.6021464
d_sy12      -.53015807      7.1865725
d_sy13      2.8578476       16.918741
d_sy14      8.9012708       20.441049
d_sy15      23.451274       27.551049
d_sy16      19.217973       22.124347
d_sy17      16.566582       34.178423
d_sy18      5.4965076       16.316215
d_sy19      11.18771        18.790462
d_sy20      8.7576718       17.443206
d_sy21      9.8284351       21.058652
d_sy22      13.715213       16.121976
d_sy23      14.147859       17.449205
d_sy24      6.0660515       13.458556
d_sy25      -7.8812185      8.6157814
d_sy26      -10.449477      -2.6226249
d_sy27      1.925871        2.0371712
d_sy28      -5.1518433      -4.7137557
d_sy29      10.127853       24.435853
d_sy30      7.8817859       14.41115
d_sy31      9.2074879       11.245373
d_sy32      21.275767       34.360729
d_sy33      16.532773       28.817116
d_sy34      26.422089       32.347786
d_sy35      23.812391       24.223483
d_sy36      14.350654       20.6736
d_sy37      17.700892       25.855939
d_sy38      28.05619        28.718673
d_sy39      22.511161       29.339266
d_sy40      -5.7299622      7.3656037
d_sy41      17.867969       30.944532
d_sy42      23.985012       28.615328
d_sy43      21.134518       24.350329
d_sy44      14.881021       26.321204
d_sy45      4.5513657       16.571112
d_sy46      8.3938574       11.10863
d_sy47      11.341352       11.870509
d_sy48      2.4898469       8.1181786
d_sy49      17.244298       29.695566
d_sy50      20.78586        26.824138
d_sy51      27.853958       28.282424
d_sy52      21.131925       24.918143
d_sy53      -2.8063794      8.7788532
d_sy54      -4.1727004      .95518102
d_sy55      -5.5619773      -3.8788816
d_sy56      -6.8557255      1.4615344
d_sy57      2.2693386       15.648632
d_sy58      -9.0250664      -1.7969648
d_sy59      1.3726691       3.2392838
d_sy60      -11.17144       -7.0325985
d_sy61      20.364198       32.32098
d_sy62      24.344467       30.381456
d_sy63      24.642016       24.818034
d_sy64      18.940025       24.67467
d_sy65      -8.4430988      4.0898276
d_sy66      -5.0280455      1.6979436
d_sy67      -3.8220979      -3.107853
d_sy68      -14.53569       -9.0235498
d_sy69      1.6192236       15.815754
d_sy70      5.2054204       14.873186
d_sy71      5.3172671       10.453646
d_sy72      5.7449566       6.3504543
d_sy73      .10802066       17.074608
d_sy74      -2.7873368      7.3203759
d_sy75      1.0349895       3.8350902
d_sy76      -2.7205866      1.6878101
d_sy77      14.485671       24.402088
d_sy78      -.79804306      8.1044178
d_sy79      5.2824221       8.4897642
d_sy80      14.476615       20.57616
d_sy81      1.0758716       5.2038438
d_sy82      3.1755649       3.672054
d_sy83      21.417148       22.784592
d_sy84      -5.767142       1.5997345
d_sy85      29.936582       40.512223
d_sy86      18.079696       23.348025
d_sy87      21.545371       22.387801
d_sy88      16.928702       20.381489
d_sy89      25.435166       38.77981
d_sy90      25.64685        34.873128
d_sy91      36.968567       42.121412
d_sy92      26.144819       27.210158
d_sy93      6.2676755       15.527192
d_sy94      6.7276813       14.158478
d_sy95      8.413763        13.45439
d_sy96      4.4286299       10.142088
d_sy97      1.129707        17.3087
d_sy98      .46354035       10.429078
d_sy99      6.7775317       13.12092
d_dist1     -5.5640712      -2.1839308
d_dist2     5.5366755       6.0741829
d_dist3     12.649944       14.852774
d_dist4     15.647111       19.273749
d_dist5     -5.0995893      -3.6345497
d_dist6     26.523751       27.092109
d_dist7     3.9915563       6.284305
d_dist9     .78980064       2.3651943
d_dist10    -7.1878585      -6.5243256
d_dist11    -14.150069      -11.062448
d_dist12    -12.292801      -10.155198
d_dist13    4.4952979       6.406701
d_dist14    2.0783701       5.1566315
d_dist15    9.7095068       16.704643
d_dist16    15.484578       21.195423
d_dist17    19.882758       20.057241
d_dist18    -35.509336      14.921563
d_dist19    -19.252256      -13.100364
d_dist20    6.7867308       10.87327
d_dist21    5.5704451       6.1695576
d_dist22    4.3372698       5.2627258
d_dist23    2.9854221       3.2745771
d_dist24    4.6304207       4.9195757
d_dist25    3.1526642       4.2873363
d_dist26    3.8668938       4.1179169
d_dist27    6.6385278       7.3946826
d_dist28    6.3814623       7.2393555
d_dist29    8.5588808       9.2661171
d_dist30    25.866958       34.347849
d_dist31    -7.9796057      -.2253952
d_dist32    -9.5110807      -5.4239216
d_dist33    -9.887555       -4.2718358
d_dist34    -13.246679      -8.2733221
d_dist35    -4.228816       3.0088158
d_dist36    13.027719       14.687283
d_dist37    .46590805       .48409367
d_dist38    4.2301569       13.889839
d_dist39    22.127922       22.417077
d_dist40    23.902645       24.147355
d_dist41    25.492792       25.993752
d_dist42    7.5229225       7.8120775
d_dist43    18.552923       18.842078
d_dist44    -3.1567783      -2.6832218
d_dist45    19.480423       19.769578
d_dist46    18.428629       18.49137
d_dist47    -3.3195772      -3.0304222
d_dist48    -2.5849123      -1.9950867
d_dist49    2.5579678       3.8342982
d_dist50    2.2812271       7.4637699
d_dist51    -7.6747866      2.9547882
d_dist52    -12.290972      -8.9740276
d_dist53    -10.50292       -8.66936
d_dist54    -8.313838       -6.8761635
d_dist55    -5.5420771      -5.2529221
d_dist56    -6.376196       -5.5659557
d_dist57    -5.8043346      -3.1206646
d_dist58    -11.769577      -11.480422
d_dist59    -4.3259735      .7909708
d_dist60    -2.0834446      1.96152
d_dist62    15.95249        22.4743
d_dist63    1.7812501       7.7855625
d_dist64    -5.3019985      -1.1883122
d_dist65    -39.41801       2.7533472
d_dist66    9.0826616       9.3111923
d_dist67    -.01702931      1.4168099
d_dist69    -.89498282      4.6326362
d_dist71    -20.227163      -11.927544
d_dist73    17.462864       18.105627
d_dist74    23.481054       24.197433
d_dist75    8.5885541       9.3049331
d_dist76    19.063553       19.779932
d_dist77    9.378484        10.08468
d_dist78    -7.6683604      -7.2545826
d_dist79    18.318552       18.784931
d_dist80    -14.687162      -12.606287
d_dist81    7.0918863       7.1416001
d_dist82    -12.129592      -10.877545
d_dist83    -22.586123      -8.9335764
d_dist84    9.5400674       10.298421
d_dist85    -6.3867695      -6.0597425
d_dist86    -13.037027      -6.0636267
d_dist87    -15.637363      1.3981975
d_dist88    -.6799863       -.30099496
d_dist89    .79741534       3.3428982
d_dist90    -.13331105      6.2557166
d_dist92    11.536433       20.159324
d_dist93    1.1232328       8.0867691
d_dist94    6.8284586       11.396347
d_dist95    11.11843        14.926376
d_dist96    15.156472       22.488528
d_dist97    11.672361       18.714884
d_dist98    5.9920763       10.537536
d_dist99    .44222176       2.2092523
d_dist101   14.765726       25.946475
d_dist102   -16.724502      -12.295275
d_dist103   -6.9411296      -4.248726
d_dist105   -13.559042      -12.808988
d_dist106   -7.1736584      -6.2513399
d_dist107   -9.2788269      -7.1512066
d_dist108   5.6303768       7.2546291
d_dist109   -.02926826      2.904273
d_dist110   -13.24217       -12.014097
d_dist111   6.3216019       7.5783997
d_dist113   8.1817609       15.811104
d_dist114   13.621462       20.988685
d_dist115   7.7561133       12.942294
d_dist116   7.4509605       12.624573
d_dist117   4.8115047       12.88903
d_dist118   -6.7662965      -3.7654934
d_dist119   5.2406603       10.319489
d_dist120   24.601805       31.314429
d_dist121   13.242189       17.987185
d_dist123   -9.7030479      -8.6041087
d_dist124   -10.011308      -9.5546131
d_dist125   -12.025982      -12.006608
d_dist126   -12.33333       -11.419229
d_dist127   -9.7000008      -8.3049984
d_dist128   -13.288941      -12.55106
d_dist129   -26.69061       -25.982949
d_dist130   -15.951427      -15.608574
d_dist131   -24.48972       -23.800281
d_dist132   -7.8693582      -5.7323527
d_dist133   -19.77222       -19.082781
d_dist134   -6.1472225      -5.4577818
d_dist135   9.2596196       9.7677924
d_dist136   10.992781       11.68222
d_dist138   -43.108752      16.854585
d_dist139   -5.6790302      .12221979
d_dist140   1.2173822       3.5837647
d_dist141   3.562906        4.5658533
d_dist142   12.391387       13.047799
d_dist143   -11.760179      -3.8058513
d_dist144   -1.2033099      7.1237363
d_dist146   3.4400855       5.3258158
d_dist147   -11.80301       -11.586091
d_dist148   -16.832832      -13.919342
d_dist149   -15.247927      -14.566174
d_dist150   -17.999399      -13.819441
d_dist151   -17.437648      -10.158047
d_dist152   -7.8269605      -7.4151477
d_dist153   -6.2416738      -4.1424311
d_dist155   14.672606       17.522391
d_dist156   11.45825        14.20925
d_dist158   .19913874       .34487443
d_dist160   .27029474       .67321618
d_dist161   -13.733152      -13.080533
d_dist162   -20.690894      -20.59773
d_dist163   -10.181444      -9.4350459
d_dist164   -20.077828      -17.03866
d_dist165   -12.858064      -12.198419
d_dist166   -23.518212      -20.543745
d_dist167   -10.296676      -6.8248116
d_dist168   -11.97652       -8.6149632
d_dist169   18.430523       19.282993
d_dist170   -13.772417      -10.539072
d_dist171   -17.679045      -16.40744
d_dist173   5.649019        11.754101
d_dist174   15.467512       18.830608
d_dist175   14.093694       17.264419
d_dist176   12.101165       14.571951
d_dist177   28.255911       29.54721
d_dist178   48.080012       49.743106
d_dist179   33.273233       36.194886
d_dist180   32.585605       32.672511
d_dist181   34.158647       35.844468
d_dist182   45.099893       45.508225
d_dist183   46.637305       48.763492
d_dist184   43.118838       43.779277
d_dist185   6.5486636       7.6455179
d_dist186   30.893106       34.730012
d_dist187   41.888105       45.725011
d_dist188   45.753104       49.59001
d_dist189   28.003104       30.990012
d_dist190   18.67036        20.807757
d_dist191   6.5810977       8.0970161
d_dist192   4.6140729       5.626775
d_dist193   21.696285       21.937895
d_dist194   22.204428       24.848693
d_dist195   -3.150348       25.144242
d_dist196   5.9823718       7.6630853
d_dist197   18.7376         19.806039
d_dist198   2.7664275       2.9629261
d_dist199   22.980856       27.292215
d_dist200   21.856956       27.38116
d_dist202   11.966616       12.853384
d_dist203   .57801437       .74698353
d_dist204   6.8298035       10.635196
d_dist205   1.3871899       1.437808
d_dist206   -.76670522      .11118634
d_dist207   10.5535         10.576499
d_dist208   5.7195339       6.570466
d_dist209   -9.8002138      -9.5997868
d_dist210   6.2946901       6.3453083
d_dist211   2.3866922       3.0316394
d_dist212   -7.4743814      -5.0856199
d_dist213   6.6544781       6.6655207
d_dist215   -2.9584817      -2.8247869
d_dist216   6.3402049       7.0131251
d_dist217   5.4865248       8.6352102
d_dist218   6.3036988       13.102397
d_dist219   5.9908578       11.849264
d_dist220   14.181377       15.08529
d_dist221   5.6157497       9.4899253
d_dist222   8.5437233       14.013009
d_dist223   9.1044357       16.626984
d_dist224   2.8627264       7.4140102
d_dist225   30.077977       34.985378
d_dist226   .37427257       4.3024599
d_dist227   4.5861694       8.0333115
d_dist228   4.162952        8.7214581
d_dist229   -7.6032425      -2.5644113
d_dist230   -1.8044468      2.0167947
d_dist231   18.152374       19.724361
d_dist233   6.6257671       11.544436
d_dist234   2.799003        6.0238604
d_dist235   -5.4549189      25.73454
d_dist236   17.781477       18.30389
d_dist238   10.406801       11.592759
d_dist239   -25.742815      36.634609
d_dist240   15.901644       16.657916
d_dist241   9.9842716       10.995287
d_dist243   15.947792       18.817212
d_dist244   10.185623       14.329381
d_dist245   -25.072736      -24.242262
d_dist246   -24.031442      -20.633554
d_dist247   -2.119018       .5341531
d_dist248   -25.044334      -23.420665
d_dist249   -25.927517      -23.289075
d_dist250   -21.832789      -19.077682
d_dist251   -16.938214      -5.9038106
d_dist252   -19.19048       -11.841877
d_dist253   -11.447489      -8.0702856
d_dist254   -13.095604      -7.1221756
d_dist255   -12.242764      -9.607626
d_dist256   14.402012       17.167993
d_dist257   -17.004243      -15.09281
d_dist258   -15.281174      -14.628824
d_dist259   -18.041972      -14.421077
d_dist260   -15.391049      -12.508948
d_dist262   -3.3063134      -3.1886912
d_dist263   -4.7426618      -4.5823396
d_dist264   -20.098864      -18.0987
d_dist265   -29.188106      -29.051898
d_dist266   -18.672442      -18.417557
d_dist267   -8.9174912      -8.7841766
d_dist268   -7.4374441      -7.1825594
d_dist269   -4.2938213      -4.2411798
d_dist271   1.3710213       1.5039816
d_dist272   -3.6857662      -.12423229
d_dist273   -.82400804      -.27240849
d_dist274   -26.575861      16.202212
d_dist275   -16.013547      7.7785553
d_dist276   1.9926517       4.8407216
d_dist277   23.178318       25.321685
d_dist278   -14.306479      -6.2285576
d_dist280   3.6125642       10.320038
d_dist281   2.3729453       8.3992765
d_dist282   -.36040243      .97296635
d_dist283   19.666599       25.449687
d_dist284   13.526899       19.940705
d_dist285   11.983226       18.944685
d_dist286   12.887538       14.969282
cum_capacity_turbine-.02515375.04065515
_cons       46.083932       59.536093
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
. plausexog uci incumbvotesmajorpercent d_sy* d_dist* (cum_count_turbine = inte
> r), ///
>                                 vce(cluster district_fixed) gmin(-1) gmax(1) 
> graph(cum_count_turbine) level(0.95) ///
>                                 yline(0) title("Incumbent Vote") xtitle("Delt
> a") ytitle("Cumulative Count", size(small)) name(inc_count, replace) ///
>                                 scheme(myplain) legend(pos(6) row(1) label(1 
> "Upper Bound (UCI)") label(2 "Lower Bound (UCI)"))
Estimating Conely et al.'s uci method
Exogenous variables: d_sy1 d_sy2 d_sy3 d_sy4 d_sy5 d_sy6 d_sy7 d_sy8 d_sy9 d_sy
> 10 d_sy11 d_sy12 d_sy13 d_sy14 d_sy15 d_sy16 d_sy17 d_sy18 d_sy19 d_sy20 d_sy
> 21 d_sy22 d_sy23 d_sy24 d_sy25 d_sy26 d_sy27 d_sy28 d_sy29 d_sy30 d_sy31 d_sy
> 32 d_sy33 d_sy34 d_sy35 d_sy36 d_sy37 d_sy38 d_sy39 d_sy40 d_sy41 d_sy42 d_sy
> 43 d_sy44 d_sy45 d_sy46 d_sy47 d_sy48 d_sy49 d_sy50 d_sy51 d_sy52 d_sy53 d_sy
> 54 d_sy55 d_sy56 d_sy57 d_sy58 d_sy59 d_sy60 d_sy61 d_sy62 d_sy63 d_sy64 d_sy
> 65 d_sy66 d_sy67 d_sy68 d_sy69 d_sy70 d_sy71 d_sy72 d_sy73 d_sy74 d_sy75 d_sy
> 76 d_sy77 d_sy78 d_sy79 d_sy80 d_sy81 d_sy82 d_sy83 d_sy84 d_sy85 d_sy86 d_sy
> 87 d_sy88 d_sy89 d_sy90 d_sy91 d_sy92 d_sy93 d_sy94 d_sy95 d_sy96 d_sy97 d_sy
> 98 d_sy99 d_sy100 d_dist1 d_dist2 d_dist3 d_dist4 d_dist5 d_dist6 d_dist7 d_d
> ist8 d_dist9 d_dist10 d_dist11 d_dist12 d_dist13 d_dist14 d_dist15 d_dist16 d
> _dist17 d_dist18 d_dist19 d_dist20 d_dist21 d_dist22 d_dist23 d_dist24 d_dist
> 25 d_dist26 d_dist27 d_dist28 d_dist29 d_dist30 d_dist31 d_dist32 d_dist33 d_
> dist34 d_dist35 d_dist36 d_dist37 d_dist38 d_dist39 d_dist40 d_dist41 d_dist4
> 2 d_dist43 d_dist44 d_dist45 d_dist46 d_dist47 d_dist48 d_dist49 d_dist50 d_d
> ist51 d_dist52 d_dist53 d_dist54 d_dist55 d_dist56 d_dist57 d_dist58 d_dist59
>  d_dist60 d_dist61 d_dist62 d_dist63 d_dist64 d_dist65 d_dist66 d_dist67 d_di
> st68 d_dist69 d_dist70 d_dist71 d_dist72 d_dist73 d_dist74 d_dist75 d_dist76 
> d_dist77 d_dist78 d_dist79 d_dist80 d_dist81 d_dist82 d_dist83 d_dist84 d_dis
> t85 d_dist86 d_dist87 d_dist88 d_dist89 d_dist90 d_dist91 d_dist92 d_dist93 d
> _dist94 d_dist95 d_dist96 d_dist97 d_dist98 d_dist99 d_dist100 d_dist101 d_di
> st102 d_dist103 d_dist104 d_dist105 d_dist106 d_dist107 d_dist108 d_dist109 d
> _dist110 d_dist111 d_dist112 d_dist113 d_dist114 d_dist115 d_dist116 d_dist11
> 7 d_dist118 d_dist119 d_dist120 d_dist121 d_dist122 d_dist123 d_dist124 d_dis
> t125 d_dist126 d_dist127 d_dist128 d_dist129 d_dist130 d_dist131 d_dist132 d_
> dist133 d_dist134 d_dist135 d_dist136 d_dist137 d_dist138 d_dist139 d_dist140
>  d_dist141 d_dist142 d_dist143 d_dist144 d_dist145 d_dist146 d_dist147 d_dist
> 148 d_dist149 d_dist150 d_dist151 d_dist152 d_dist153 d_dist154 d_dist155 d_d
> ist156 d_dist157 d_dist158 d_dist159 d_dist160 d_dist161 d_dist162 d_dist163 
> d_dist164 d_dist165 d_dist166 d_dist167 d_dist168 d_dist169 d_dist170 d_dist1
> 71 d_dist172 d_dist173 d_dist174 d_dist175 d_dist176 d_dist177 d_dist178 d_di
> st179 d_dist180 d_dist181 d_dist182 d_dist183 d_dist184 d_dist185 d_dist186 d
> _dist187 d_dist188 d_dist189 d_dist190 d_dist191 d_dist192 d_dist193 d_dist19
> 4 d_dist195 d_dist196 d_dist197 d_dist198 d_dist199 d_dist200 d_dist201 d_dis
> t202 d_dist203 d_dist204 d_dist205 d_dist206 d_dist207 d_dist208 d_dist209 d_
> dist210 d_dist211 d_dist212 d_dist213 d_dist214 d_dist215 d_dist216 d_dist217
>  d_dist218 d_dist219 d_dist220 d_dist221 d_dist222 d_dist223 d_dist224 d_dist
> 225 d_dist226 d_dist227 d_dist228 d_dist229 d_dist230 d_dist231 d_dist232 d_d
> ist233 d_dist234 d_dist235 d_dist236 d_dist237 d_dist238 d_dist239 d_dist240 
> d_dist241 d_dist242 d_dist243 d_dist244 d_dist245 d_dist246 d_dist247 d_dist2
> 48 d_dist249 d_dist250 d_dist251 d_dist252 d_dist253 d_dist254 d_dist255 d_di
> st256 d_dist257 d_dist258 d_dist259 d_dist260 d_dist261 d_dist262 d_dist263 d
> _dist264 d_dist265 d_dist266 d_dist267 d_dist268 d_dist269 d_dist270 d_dist27
> 1 d_dist272 d_dist273 d_dist274 d_dist275 d_dist276 d_dist277 d_dist278 d_dis
> t279 d_dist280 d_dist281 d_dist282 d_dist283 d_dist284 d_dist285 d_dist286 d_
> dist287
Endogenous variables: cum_count_turbine
Instruments: inter
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular


Conley et al (2012)'s UCI results                     Number of obs =      1046
------------------------------------------------------------------------------
Variable    Lower Bound     Upper Bound
------------------------------------------------------------------------------
d_sy1       7.907639        17.6976
d_sy2       2.6011321       6.7999763
d_sy3       .12630817       .91780439
d_sy4       -4.5843318      1.2374524
d_sy5       10.092811       23.471455
d_sy6       13.565724       21.637431
d_sy7       17.077216       19.40751
d_sy8       10.431774       13.612723
d_sy9       7.4900387       10.583562
d_sy10      12.038595       18.809186
d_sy11      5.3462364       5.5036346
d_sy12      -1.1653559      8.213221
d_sy13      1.9960472       17.451946
d_sy14      7.1888309       21.500552
d_sy15      21.738834       28.610553
d_sy16      20.277477       20.411907
d_sy17      17.637446       33.515869
d_sy18      6.2469014       15.851939
d_sy19      12.289541       18.108748
d_sy20      9.8462791       16.769674
d_sy21      11.095669       20.274601
d_sy22      14.981551       15.33848
d_sy23      13.384289       18.683337
d_sy24      5.3382305       14.634908
d_sy25      -6.6556153      7.8574883
d_sy26      -9.2238734      -3.380918
d_sy27      1.3197406       3.0854295
d_sy28      -5.9956212      -3.3499863
d_sy29      10.850361       23.98883
d_sy30      8.3502578       14.121302
d_sy31      10.42683        10.530472
d_sy32      20.757295       35.198717
d_sy33      17.748907       28.064681
d_sy34      27.632723       31.598755
d_sy35      23.063359       25.434117
d_sy36      13.523358       22.010731
d_sy37      18.912317       25.106418
d_sy38      27.975161       29.257903
d_sy39      21.777054       30.52578
d_sy40      -6.4393282      8.5121277
d_sy41      19.11612        30.172288
d_sy42      25.224455       27.848472
d_sy43      20.376171       25.576019
d_sy44      14.100673       27.582453
d_sy45      5.9677074       15.694807
d_sy46      9.8277414       10.221472
d_sy47      11.023875       12.709739
d_sy48      1.5943681       9.5655104
d_sy49      18.39374        28.984394
d_sy50      21.970399       26.091252
d_sy51      27.452939       29.194626
d_sy52      20.267636       26.315063
d_sy53      -1.5627459      8.0094046
d_sy54      -2.9290668      .18573241
d_sy55      -6.3314259      -2.635248
d_sy56      -7.6251741      2.7051679
d_sy57      3.5414579       14.861559
d_sy58      -7.7529471      -2.5840378
d_sy59      2.3993375       2.7302457
d_sy60      -11.976137      -5.7319935
d_sy61      21.609438       31.550537
d_sy62      25.587305       29.6125
d_sy63      24.049125       25.884777
d_sy64      18.17103        25.917569
d_sy65      -7.1821004      3.3096352
d_sy66      -3.7669395      .9176846
d_sy67      -3.8664913      -2.5959367
d_sy68      -15.274683      -7.8291399
d_sy69      2.8628572       15.046305
d_sy70      6.4506694       14.102738
d_sy71      6.562516        9.6831975
d_sy72      5.5830047       6.9853593
d_sy73      1.3607403       16.299538
d_sy74      -1.5443324      6.5513165
d_sy75      2.2885526       3.0594981
d_sy76      -3.47827        2.912428
d_sy77      15.710786       23.644097
d_sy78      .34631114       7.3963943
d_sy79      6.5445739       7.7088582
d_sy80      16.540908       19.298961
d_sy81      1.9364606       4.6713888
d_sy82      2.7312028       4.3902613
d_sy83      22.221083       22.327929
d_sy84      -3.6150377      .26820588
d_sy85      31.102033       39.791147
d_sy86      19.268696       22.612378
d_sy87      21.597112       22.823335
d_sy88      16.09832        21.723608
d_sy89      26.6788         38.010361
d_sy90      26.890484       34.103679
d_sy91      38.2122         41.351963
d_sy92      26.440709       27.388452
d_sy93      6.9782116       15.087576
d_sy94      7.5377188       13.6573
d_sy95      9.6935507       12.662573
d_sy96      6.6028026       8.7969055
d_sy97      1.22827         17.247718
d_sy98      .58260981       10.355408
d_sy99      6.8220968       13.093347
d_dist1     -5.1731869      -2.4257749
d_dist2     5.5560984       6.0621658
d_dist3     12.705785       14.818225
d_dist4     15.666534       19.261732
d_dist5     -5.0801664      -3.6465668
d_dist6     26.543174       27.080092
d_dist7     4.0109791       6.2722879
d_dist9     .78980064       2.3651943
d_dist10    -7.3678002      -6.2334919
d_dist11    -14.165028      -11.03827
d_dist12    -12.274059      -10.185491
d_dist13    4.5140404       6.3764081
d_dist14    2.0783701       5.1566315
d_dist15    9.6945479       16.728821
d_dist16    15.484578       21.195423
d_dist17    19.882758       20.057241
d_dist18    -303.32145      180.61962
d_dist19    -96.738245      34.840998
d_dist20    6.7867308       10.87327
d_dist21    5.5704451       6.1695576
d_dist22    4.3372698       5.2627258
d_dist23    2.9854221       3.2745771
d_dist24    4.6304207       4.9195757
d_dist25    3.1526642       4.2873363
d_dist26    -6.3066534      10.316681
d_dist27    6.6435565       7.3865549
d_dist28    6.4056399       7.2243966
d_dist29    8.5588808       9.2661171
d_dist30    -245.39408      202.17979
d_dist31    -7.9796057      -.2253952
d_dist32    -9.5110807      -5.4239216
d_dist33    -9.675901       -4.6139249
d_dist34    -13.246679      -8.2733221
d_dist35    -4.228816       3.0088158
d_dist36    13.027719       14.687283
d_dist37    .46590805       .48409367
d_dist38    4.2301569       13.889839
d_dist39    22.127922       22.417077
d_dist40    23.902645       24.147355
d_dist41    25.497821       25.985624
d_dist42    7.5229225       7.8120775
d_dist43    18.552923       18.842078
d_dist44    -3.1567783      -2.6832218
d_dist45    19.480423       19.769578
d_dist46    18.428629       18.49137
d_dist47    -3.3195772      -3.0304222
d_dist48    -2.5849123      -1.9950867
d_dist49    -85.589675      58.372134
d_dist50    2.2812271       7.4637699
d_dist51    -7.6747866      2.9547882
d_dist52    -12.290972      -8.9740276
d_dist53    -91.767039      41.609571
d_dist54    -8.313838       -6.8761635
d_dist55    -5.5420771      -5.2529221
d_dist56    -6.3737321      -5.569938
d_dist57    -5.8043346      -3.1206646
d_dist58    -11.769577      -11.480422
d_dist59    -4.3259735      .7909708
d_dist60    -2.2228486      2.1868339
d_dist62    15.723252       22.616131
d_dist63    1.2057133       8.141653
d_dist64    -5.2999677      -1.1895686
d_dist65    -46.933421      7.4032074
d_dist66    9.1260181       9.2843673
d_dist67    -.59935105      1.7770983
d_dist69    -2.7239353      7.5887096
d_dist71    -20.324011      -11.771012
d_dist73    17.470483       18.100912
d_dist74    23.488674       24.192719
d_dist75    8.5961736       9.3002188
d_dist76    19.071172       19.775217
d_dist77    9.3644756       10.093347
d_dist78    -7.6793285      -7.2368553
d_dist79    18.326171       18.780216
d_dist80    -14.684647      -12.610353
d_dist81    7.0995057       7.1368859
d_dist82    -12.14186       -10.869955
d_dist83    -23.106803      -8.6114266
d_dist84    9.5476869       10.293707
d_dist85    -6.3791501      -6.0644567
d_dist86    -15.165876      -4.7464865
d_dist87    -15.125505      1.0815061
d_dist88    -.77428532      -.2426512
d_dist89    .82240874       3.3025022
d_dist90    -.40586114      6.4243461
d_dist92    11.624294       20.104963
d_dist93    1.1232328       8.0867691
d_dist94    6.8036822       11.436392
d_dist95    11.093654       14.966421
d_dist96    15.156472       22.488528
d_dist97    11.680532       18.701678
d_dist98    6.0121951       10.505019
d_dist99    .41744534       2.2492976
d_dist101   9.1989874       29.390672
d_dist102   -16.930219      -11.962782
d_dist103   -7.1921066      -3.8430803
d_dist105   -13.552236      -12.819988
d_dist106   -7.1736584      -6.2513399
d_dist107   -9.2898266      -7.144401
d_dist108   5.6303768       7.2546291
d_dist109   -.02926826      2.904273
d_dist110   -13.000176      -12.163821
d_dist111   6.3216019       7.5783997
d_dist113   8.2181298       15.788602
d_dist114   13.662801       20.963108
d_dist115   7.7742923       12.931046
d_dist116   7.5080499       12.589252
d_dist117   4.8685941       12.853708
d_dist118   -6.7198757      -3.7942144
d_dist119   5.2819993       10.293912
d_dist120   24.61622        31.305511
d_dist121   13.252027       17.981098
d_dist123   -9.7581315      -8.570028
d_dist124   -10.005436      -9.5582462
d_dist125   -12.02011       -12.010241
d_dist126   -12.231573      -11.482186
d_dist127   -9.7000008      -8.3049984
d_dist128   -13.288941      -12.55106
d_dist129   -26.690712      -25.982785
d_dist130   -15.951427      -15.608574
d_dist131   -24.48972       -23.800281
d_dist132   -8.1005321      -5.5893231
d_dist133   -19.77222       -19.082781
d_dist134   -6.1472225      -5.4577818
d_dist135   9.2654916       9.7641593
d_dist136   10.992781       11.68222
d_dist138   -51.470412      22.028029
d_dist139   -5.5711583      -.05212992
d_dist140   1.3461929       3.3755724
d_dist141   3.6698515       4.393001
d_dist142   12.224334       13.151156
d_dist143   -11.606948      -4.0535143
d_dist144   -13.856952      14.952672
d_dist146   3.4550947       5.3015571
d_dist147   -11.788001      -11.61035
d_dist148   -16.896574      -13.879905
d_dist149   -15.232917      -14.590433
d_dist150   -17.959961      -13.883183
d_dist151   -16.700023      -10.614423
d_dist152   -7.80821        -7.4267489
d_dist153   -6.2659325      -4.127422
d_dist155   14.672606       17.522391
d_dist156   11.45825        14.20925
d_dist158   .14216718       .38012331
d_dist160   .27049354       .67309318
d_dist161   -13.75577       -13.066538
d_dist162   -20.69092       -20.597714
d_dist163   -10.181245      -9.4351689
d_dist164   -20.077629      -17.038783
d_dist165   -12.858187      -12.19822
d_dist166   -23.518237      -20.543729
d_dist167   -10.296477      -6.8249346
d_dist168   -11.976321      -8.6150862
d_dist169   18.430722       19.28287
d_dist170   -13.772218      -10.539195
d_dist171   -17.678846      -16.407563
d_dist173   5.6440912       11.762066
d_dist174   15.462584       18.838572
d_dist175   14.088766       17.272383
d_dist176   12.096237       14.579916
d_dist177   28.250983       29.555175
d_dist178   48.075084       49.751071
d_dist179   33.281197       36.189958
d_dist180   32.59357        32.667583
d_dist181   34.153719       35.852433
d_dist182   45.107857       45.503297
d_dist183   46.627131       48.779936
d_dist184   43.126803       43.774349
d_dist185   6.5534591       7.6425509
d_dist186   30.90107        34.725084
d_dist187   41.896069       45.720083
d_dist188   45.761069       49.585083
d_dist189   28.011069       30.985084
d_dist190   18.678324       20.802829
d_dist191   6.5890624       8.0920883
d_dist192   4.6188684       5.623808
d_dist193   21.693318       21.94269
d_dist194   22.212393       24.843765
d_dist195   -3.882094       25.596981
d_dist196   5.9825897       7.6629505
d_dist197   18.76984        19.75393
d_dist198   2.5431574       3.0261427
d_dist199   22.970704       27.308623
d_dist200   21.852028       27.389125
d_dist202   11.966616       12.853384
d_dist203   .57801437       .74698353
d_dist204   6.8298035       10.635196
d_dist205   1.3871899       1.437808
d_dist206   -.75371192      .09018571
d_dist207   10.5535         10.576499
d_dist208   5.7195339       6.570466
d_dist209   -9.8002138      -9.5997868
d_dist210   6.2946901       6.3453083
d_dist211   2.3866922       3.0316394
d_dist212   -7.4743814      -5.0856199
d_dist213   6.6544781       6.6655207
d_dist215   -2.9583244      -2.8248842
d_dist216   6.3402049       7.0131251
d_dist217   5.4864275       8.6353674
d_dist218   6.3611192       13.009591
d_dist219   5.9756346       11.873869
d_dist220   14.181377       15.08529
d_dist221   5.6135721       9.4934448
d_dist222   8.543626        14.013166
d_dist223   9.1142091       16.611188
d_dist224   2.8626291       7.4141674
d_dist225   30.09969        34.950285
d_dist226   .37417527       4.3026171
d_dist227   4.5991627       8.0123109
d_dist228   4.1694555       8.7109468
d_dist229   -7.6054201      -2.5608917
d_dist230   -1.8066244      2.0203143
d_dist231   18.152277       19.724518
d_dist233   6.7373483       11.364091
d_dist234   2.951597        5.7772279
d_dist235   -5.3650051      25.678909
d_dist236   17.974295       17.992245
d_dist238   10.490014       11.541274
d_dist239   -37.73163       44.052209
d_dist240   15.85016        16.741129
d_dist241   10.067485       10.943802
d_dist243   15.947792       18.817212
d_dist244   10.185623       14.329381
d_dist245   -25.072736      -24.242262
d_dist246   -24.031442      -20.633554
d_dist247   -2.1623367      .56095486
d_dist248   -25.044334      -23.420665
d_dist249   -25.894689      -23.309387
d_dist250   -21.822638      -19.083963
d_dist251   -16.930354      -5.9086736
d_dist252   -19.512969      -11.642351
d_dist253   -11.301499      -8.1606109
d_dist254   -12.516344      -7.480569
d_dist255   -12.268824      -9.5915019
d_dist256   14.402012       17.167993
d_dist257   -17.030304      -15.076686
d_dist258   -15.281174      -14.628824
d_dist259   -17.7856        -14.579696
d_dist260   -15.391049      -12.508948
d_dist262   -3.3063134      -3.1886912
d_dist263   -4.7426618      -4.5823396
d_dist264   -20.127891      -18.08074
d_dist265   -29.188106      -29.051898
d_dist266   -18.672442      -18.417557
d_dist267   -8.9174912      -8.7841766
d_dist268   -7.4374441      -7.1825594
d_dist269   -4.2938213      -4.2411798
d_dist271   1.3710213       1.5039816
d_dist272   -3.6857662      -.12423229
d_dist273   -1.0159194      .03777124
d_dist274   -23.847887      14.514386
d_dist275   -26.7252        14.405963
d_dist276   1.994534        4.8376793
d_dist277   23.178318       25.321685
d_dist278   -14.196535      -6.4062567
d_dist280   2.8836716       11.498123
d_dist281   1.6537977       9.5616102
d_dist282   -1.0140019      2.0293568
d_dist283   18.930898       26.638775
d_dist284   12.798007       21.118789
d_dist285   12.665728       18.522414
d_dist286   12.172164       16.125516
cum_count_turbine-.04149528 .06706741
_cons       46.85338        58.292459
------------------------------------------------------------------------------
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular
Warning:  variance matrix is nonsymmetric or highly singular

. 
.                                 
. grc1leg dem_capacity dem_count rep_capacity rep_count inc_capacity inc_count,
>  legendfrom(dem_count) graphregion(color(white)) ///
>                 note("Union of confidence interval approach described in Conl
> ey et al.(2012)") rows(3) cols(2) ysize(5) xsize(20)

. 
.                 
. ** Export graphs
. cd "$rootDir/$graphDir" 
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Figures

. local i = 1

. foreach y in dem rep inc {
  2.         foreach x in capacity count {
  3.         local j: word `i' of `c(alpha)'
  4.                         graph export fgA3`j'.pdf, name(`y'_`x') replace
  5.                         local i = `i' + 1
  6.         }
  7. }
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3a.pdf written in PDF f
> ormat)
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3b.pdf written in PDF f
> ormat)
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3c.pdf written in PDF f
> ormat)
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3d.pdf written in PDF f
> ormat)
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3e.pdf written in PDF f
> ormat)
(file /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen
>  Zhang)/JOP/UZ_JOP2021_Replication/Results/Figures/fgA3f.pdf written in PDF f
> ormat)

. 
. *****************************************************************************
> **
. /*                                                TABLE A12-13               
>                                 */
. *****************************************************************************
> **
. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. 
. ** Load election district panel
. use election_district_panel.dta, clear

. 
. ** Create instrument and fixed effects
. gen t = year - 2004

. gen inter = t * mean_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. egen state_fixed = group(state)

. 
. gen cum_lncapacity_turbine = log(cum_capacity_turbine + 1)

. gen cum_lncount_turbine = log(cum_count_turbine +1 )

. 
. 
. *--------------------- Cluster Standard Error by State ----------------------
> -*
. local outcome demvotesmajorpercent repvotesmajorpercent incumbvotesmajorperce
> nt // outcome variable 

. local endogenous cum_capacity_turbine cum_count_turbine cum_lncapacity_turbin
> e cum_lncount_turbine // endogenous variable

. local instrument inter // instrument

. local admin1_trend stateyear_fixed // geography * time trend

. local admin2 district_fixed // panel unit (cluster variable)

. local admin3 state_fixed // robustness: state fixed effects     

.                         
. foreach y in `outcome' {
  2.         // Create outcome variable label for storing estimates
.         local y_name = substr("`y'", 1, 3)
  3.         
.         foreach x in `endogenous' {
  4.                         // Create endogenous variable label for storing es
> timates
.                         tokenize "`x'", parse("_")
  5.                         local x_name "`3'"
  6.                         di "`x_name'"
  7.                         
.                         // Run IV regression
.                         reghdfe `y' (`x' = `instrument'), absorb(`admin1_tren
> d' `admin2') ffirst stages(first ols reduced) vce(cluster state_fixed) old
  8.                         
.                         // Store IV, first stage, OLS, reduced form estimates
.                         estimates store `y_name'_`x_name'_iv
  9.                         estimates restore reghdfe_first1
 10.                         estimates store `y_name'_`x_name'_first
 11.                         estimates restore reghdfe_ols
 12.                         estimates store `y_name'_`x_name'_ols
 13.                         estimates restore reghdfe_reduced
 14.                         estimates store `y_name'_`x_name'_reduced
 15.                 }
 16. }
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       6.86
Statistics robust to heteroskedasticity           Prob > F        =     0.0150
                                                  R-squared       =     0.7788
                                                  Adj R-squared   =     0.6659
                                                  Within R-sq.    =     0.1069
Number of clusters (state_fixed) =         25     Root MSE        =    92.3979

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.68829   11.71733     2.62   0.015     6.504914    54.87167
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       3.95
Statistics robust to heteroskedasticity           Prob > F        =     0.0585
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8296
                                                  Within R-sq.    =     0.0045
Number of clusters (state_fixed) =         25     Root MSE        =     9.1403

                                   (Std. Err. adjusted for 25 clusters in state
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0063053   .0031734     1.99   0.058    -.0002443     
> .012855
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              99             99 *   | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .2850697     3.19   0.004     .3211491    1.497859
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_capacity |       6.86    0.0150 |        7.15   0.0075 |        6.86

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.90     P-val=0.0049

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     136.63
Kleibergen-Paap Wald rk F statistic                                 6.86

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =     7.34
                                                      Prob > F      =   0.0123
Total (centered) SS     =  63447.09059                Centered R2   =   0.8801
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67093.55543                Root MSE      =    9.421

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0296368   .0109409     2.71   0.012     .0070559    .
> 0522178
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.901
                                                   Chi-sq(1) P-val =    0.0049
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              136.626
                         (Kleibergen-Paap rk Wald F statistic):          6.859
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              99             99 *   | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       6.94
Statistics robust to heteroskedasticity           Prob > F        =     0.0145
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9816
                                                  Within R-sq.    =     0.1119
Number of clusters (state_fixed) =         25     Root MSE        =    53.8576

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.36091   6.971042     2.63   0.015     3.973383    32.74843
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       4.82
Statistics robust to heteroskedasticity           Prob > F        =     0.0381
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8297
                                                  Within R-sq.    =     0.0051
Number of clusters (state_fixed) =         25     Root MSE        =     9.1376

                                (Std. Err. adjusted for 25 clusters in state_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0114508   .0052168     2.20   0.038     .0006839    .022
> 2177
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              99             99 *   | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .2850697     3.19   0.004     .3211491    1.497859
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_count_tu |       6.94    0.0145 |        7.23   0.0072 |        6.94

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.57     P-val=0.0059

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     143.95
Kleibergen-Paap Wald rk F statistic                                 6.94

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =     7.00
                                                      Prob > F      =   0.0142
Total (centered) SS     =  63447.09059                Centered R2   =   0.8808
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  66704.76467                Root MSE      =    9.393

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0495348   .0187287     2.64   0.014     .0108807    .088
> 1889
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.572
                                                   Chi-sq(1) P-val =    0.0059
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              143.948
                         (Kleibergen-Paap rk Wald F statistic):          6.937
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              99             99 *   | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.30
Statistics robust to heteroskedasticity           Prob > F        =     0.0038
                                                  R-squared       =     0.8766
                                                  Adj R-squared   =     0.8135
                                                  Within R-sq.    =     0.0347
Number of clusters (state_fixed) =         25     Root MSE        =     0.7166

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1304823   .0406573     3.21   0.004     .0465697    .2143949
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       0.11
Statistics robust to heteroskedasticity           Prob > F        =     0.7409
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0003
Number of clusters (state_fixed) =         25     Root MSE        =     9.1596

                                     (Std. Err. adjusted for 25 clusters in sta
> te_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.2196498   .6566695    -0.33   0.741    -1.574949   
>   1.13565
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              99             99 *   | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .2850697     3.19   0.004     .3211491    1.497859
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_lncapaci |      10.30    0.0038 |       10.73   0.0011 |       10.30

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.56    P-val=0.0004

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.06
Kleibergen-Paap Wald rk F statistic                                10.30

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =    10.79
                                                      Prob > F      =   0.0031
Total (centered) SS     =  63447.09059                Centered R2   =   0.8495
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  84220.83942                Root MSE      =    10.55

-------------------------------------------------------------------------------
---------
                       |               Robust
  demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   6.970325   2.122296     3.28   0.003     2.590122   
>  11.35053
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.557
                                                   Chi-sq(1) P-val =    0.0004
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.059
                         (Kleibergen-Paap rk Wald F statistic):         10.300
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              99             99 *   | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.26
Statistics robust to heteroskedasticity           Prob > F        =     0.0038
                                                  R-squared       =     0.9146
                                                  Adj R-squared   =     0.8710
                                                  Within R-sq.    =     0.0380
Number of clusters (state_fixed) =         25     Root MSE        =     0.6226

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1188998   .0371139     3.20   0.004     .0423004    .1954992
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       0.04
Statistics robust to heteroskedasticity           Prob > F        =     0.8353
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0001
Number of clusters (state_fixed) =         25     Root MSE        =     9.1605

                                  (Std. Err. adjusted for 25 clusters in state_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.1520435   .7234939    -0.21   0.835    -1.645262    1.
> 341175
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              99             99 *   | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
demvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |    .909504   .2850697     3.19   0.004     .3211491    1.497859
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_lncount_ |      10.26    0.0038 |       10.69   0.0011 |       10.26

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=13.08    P-val=0.0003

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      45.17
Kleibergen-Paap Wald rk F statistic                                10.26

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =    10.12
                                                      Prob > F      =   0.0040
Total (centered) SS     =  63447.09059                Centered R2   =   0.8535
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  81981.34746                Root MSE      =    10.41

-------------------------------------------------------------------------------
------
                    |               Robust
demvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   7.649333   2.404446     3.18   0.004       2.6868    12
> .61187
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             13.078
                                                   Chi-sq(1) P-val =    0.0003
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               45.169
                         (Kleibergen-Paap rk Wald F statistic):         10.263
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              99             99 *   | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       6.86
Statistics robust to heteroskedasticity           Prob > F        =     0.0150
                                                  R-squared       =     0.7788
                                                  Adj R-squared   =     0.6659
                                                  Within R-sq.    =     0.1069
Number of clusters (state_fixed) =         25     Root MSE        =    92.3979

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.68829   11.71733     2.62   0.015     6.504914    54.87167
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       3.95
Statistics robust to heteroskedasticity           Prob > F        =     0.0585
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8296
                                                  Within R-sq.    =     0.0045
Number of clusters (state_fixed) =         25     Root MSE        =     9.1403

                                   (Std. Err. adjusted for 25 clusters in state
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0063053   .0031734    -1.99   0.058     -.012855    .
> 0002443
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              99             99 *   | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .2850697    -3.19   0.004    -1.497859    -.321149
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_capacity |       6.86    0.0150 |        7.15   0.0075 |        6.86

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.90     P-val=0.0049

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     136.63
Kleibergen-Paap Wald rk F statistic                                 6.86

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =     7.34
                                                      Prob > F      =   0.0123
Total (centered) SS     =   63447.0914                Centered R2   =   0.8801
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67093.55595                Root MSE      =    9.421

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0296368   .0109409    -2.71   0.012    -.0522178   -.
> 0070559
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.901
                                                   Chi-sq(1) P-val =    0.0049
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              136.626
                         (Kleibergen-Paap rk Wald F statistic):          6.859
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              99             99 *   | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       6.94
Statistics robust to heteroskedasticity           Prob > F        =     0.0145
                                                  R-squared       =     0.9878
                                                  Adj R-squared   =     0.9816
                                                  Within R-sq.    =     0.1119
Number of clusters (state_fixed) =         25     Root MSE        =    53.8576

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.36091   6.971042     2.63   0.015     3.973383    32.74843
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       4.82
Statistics robust to heteroskedasticity           Prob > F        =     0.0381
                                                  R-squared       =     0.8872
                                                  Adj R-squared   =     0.8297
                                                  Within R-sq.    =     0.0051
Number of clusters (state_fixed) =         25     Root MSE        =     9.1376

                                (Std. Err. adjusted for 25 clusters in state_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0114508   .0052168    -2.20   0.038    -.0222177   -.000
> 6839
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              99             99 *   | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .2850697    -3.19   0.004    -1.497859    -.321149
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_count_tu |       6.94    0.0145 |        7.23   0.0072 |        6.94

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.57     P-val=0.0059

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     143.95
Kleibergen-Paap Wald rk F statistic                                 6.94

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =     7.00
                                                      Prob > F      =   0.0142
Total (centered) SS     =   63447.0914                Centered R2   =   0.8808
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  66704.76519                Root MSE      =    9.393

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0495348   .0187287    -2.64   0.014    -.0881889   -.010
> 8807
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.572
                                                   Chi-sq(1) P-val =    0.0059
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              143.948
                         (Kleibergen-Paap rk Wald F statistic):          6.937
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              99             99 *   | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.30
Statistics robust to heteroskedasticity           Prob > F        =     0.0038
                                                  R-squared       =     0.8766
                                                  Adj R-squared   =     0.8135
                                                  Within R-sq.    =     0.0347
Number of clusters (state_fixed) =         25     Root MSE        =     0.7166

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1304823   .0406573     3.21   0.004     .0465697    .2143949
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       0.11
Statistics robust to heteroskedasticity           Prob > F        =     0.7409
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0003
Number of clusters (state_fixed) =         25     Root MSE        =     9.1596

                                     (Std. Err. adjusted for 25 clusters in sta
> te_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   .2196497   .6566695     0.33   0.741     -1.13565   
>  1.574949
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              99             99 *   | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .2850697    -3.19   0.004    -1.497859    -.321149
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_lncapaci |      10.30    0.0038 |       10.73   0.0011 |       10.30

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=12.56    P-val=0.0004

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      41.06
Kleibergen-Paap Wald rk F statistic                                10.30

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =    10.79
                                                      Prob > F      =   0.0031
Total (centered) SS     =   63447.0914                Centered R2   =   0.8495
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =   84220.8394                Root MSE      =    10.55

-------------------------------------------------------------------------------
---------
                       |               Robust
  repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -6.970325   2.122295    -3.28   0.003    -11.35053   
> -2.590122
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             12.557
                                                   Chi-sq(1) P-val =    0.0004
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               41.059
                         (Kleibergen-Paap rk Wald F statistic):         10.300
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              99             99 *   | 
        district_fixed |            0             287            287 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.26
Statistics robust to heteroskedasticity           Prob > F        =     0.0038
                                                  R-squared       =     0.9146
                                                  Adj R-squared   =     0.8710
                                                  Within R-sq.    =     0.0380
Number of clusters (state_fixed) =         25     Root MSE        =     0.6226

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1188998   .0371139     3.20   0.004     .0423004    .1954992
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =       0.04
Statistics robust to heteroskedasticity           Prob > F        =     0.8353
                                                  R-squared       =     0.8867
                                                  Adj R-squared   =     0.8288
                                                  Within R-sq.    =     0.0001
Number of clusters (state_fixed) =         25     Root MSE        =     9.1605

                                  (Std. Err. adjusted for 25 clusters in state_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   .1520435   .7234939     0.21   0.835    -1.341175    1.
> 645262
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              99             99 *   | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,143
Absorbing 2 HDFE groups                           F(   1,     24) =      10.18
Statistics robust to heteroskedasticity           Prob > F        =     0.0039
                                                  R-squared       =     0.8879
                                                  Adj R-squared   =     0.8306
                                                  Within R-sq.    =     0.0107
Number of clusters (state_fixed) =         25     Root MSE        =     9.1119

                           (Std. Err. adjusted for 25 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
repvotesma~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   -.909504   .2850697    -3.19   0.004    -1.497859    -.321149
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              99             99 *   | 
 district_fixed |            0             287            287 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    24)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    24)
cum_lncount_ |      10.26    0.0038 |       10.69   0.0011 |       10.26

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=13.08    P-val=0.0003

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      45.17
Kleibergen-Paap Wald rk F statistic                                10.26

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,24)=       10.18     P-val=0.0039
Anderson-Rubin Wald test           Chi-sq(1)=     10.60     P-val=0.0011
Stock-Wright LM S statistic        Chi-sq(1)=      5.76     P-val=0.0164

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         25
Number of observations               N  =       1143
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1143
                                                      F(  1,    24) =    10.12
                                                      Prob > F      =   0.0040
Total (centered) SS     =   63447.0914                Centered R2   =   0.8535
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  81981.34747                Root MSE      =    10.41

-------------------------------------------------------------------------------
------
                    |               Robust
repvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -7.649333   2.404446    -3.18   0.004    -12.61187     -
> 2.6868
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             13.078
                                                   Chi-sq(1) P-val =    0.0003
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               45.169
                         (Kleibergen-Paap rk Wald F statistic):         10.263
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              99             99 *   | 
     district_fixed |            0             287            287 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
capacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_capacity_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       5.99
Statistics robust to heteroskedasticity           Prob > F        =     0.0225
                                                  R-squared       =     0.7838
                                                  Adj R-squared   =     0.6598
                                                  Within R-sq.    =     0.0991
Number of clusters (state_fixed) =         24     Root MSE        =    95.6516

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_capaci~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   30.39103   12.41989     2.45   0.022     4.698526    56.08353
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.38
Statistics robust to heteroskedasticity           Prob > F        =     0.5435
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5860
                                                  Within R-sq.    =     0.0003
Number of clusters (state_fixed) =         24     Root MSE        =     8.9945

                                   (Std. Err. adjusted for 24 clusters in state
> _fixed)
-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0016454   .0026684    -0.62   0.544    -.0071653    .
> 0038746
-------------------------------------------------------------------------------
-------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              93             93 *   | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.35
Statistics robust to heteroskedasticity           Prob > F        =     0.5622
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (state_fixed) =         24     Root MSE        =     8.9927

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .4005586     0.59   0.562    -.5930669     1.06417
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    23)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    23)
cum_capacity |       5.99    0.0225 |        6.25   0.0124 |        5.99

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.53     P-val=0.0061

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     114.12
Kleibergen-Paap Wald rk F statistic                                 5.99

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,23)=        0.35     P-val=0.5622
Anderson-Rubin Wald test           Chi-sq(1)=      0.36     P-val=0.5480
Stock-Wright LM S statistic        Chi-sq(1)=      0.41     P-val=0.5221

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         24
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     24             Number of obs =     1038
                                                      F(  1,    23) =     0.36
                                                      Prob > F      =   0.5532
Total (centered) SS     =  53332.46938                Centered R2   =   0.7340
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53905.23774                Root MSE      =    9.044

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0077507   .0128786     0.60   0.553    -.0188907    .
> 0343921
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.527
                                                   Chi-sq(1) P-val =    0.0061
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              114.121
                         (Kleibergen-Paap rk Wald F statistic):          5.988
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |            0              93             93 *   | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
count
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_count_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       6.03
Statistics robust to heteroskedasticity           Prob > F        =     0.0221
                                                  R-squared       =     0.9873
                                                  Adj R-squared   =     0.9801
                                                  Within R-sq.    =     0.1062
Number of clusters (state_fixed) =         24     Root MSE        =    55.8144

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_count_~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   18.42254   7.504438     2.45   0.022     2.898423    33.94665
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.72
Statistics robust to heteroskedasticity           Prob > F        =     0.4054
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0006
Number of clusters (state_fixed) =         24     Root MSE        =     8.9936

                                (Std. Err. adjusted for 24 clusters in state_fi
> xed)
-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   -.003581   .0042247    -0.85   0.405    -.0123203    .005
> 1584
-------------------------------------------------------------------------------
----

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              93             93 *   | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.35
Statistics robust to heteroskedasticity           Prob > F        =     0.5622
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (state_fixed) =         24     Root MSE        =     8.9927

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .4005586     0.59   0.562    -.5930669     1.06417
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    23)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    23)
cum_count_tu |       6.03    0.0221 |        6.29   0.0122 |        6.03

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=7.08     P-val=0.0078

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                     123.16
Kleibergen-Paap Wald rk F statistic                                 6.03

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,23)=        0.35     P-val=0.5622
Anderson-Rubin Wald test           Chi-sq(1)=      0.36     P-val=0.5480
Stock-Wright LM S statistic        Chi-sq(1)=      0.41     P-val=0.5221

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         24
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     24             Number of obs =     1038
                                                      F(  1,    23) =     0.36
                                                      Prob > F      =   0.5530
Total (centered) SS     =  53332.46938                Centered R2   =   0.7339
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53918.27467                Root MSE      =    9.045

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0127861   .0212375     0.60   0.553    -.0311471    .056
> 7192
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.080
                                                   Chi-sq(1) P-val =    0.0078
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              123.159
                         (Kleibergen-Paap rk Wald F statistic):          6.026
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |            0              93             93 *   | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncapacity
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncapacity_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       7.79
Statistics robust to heteroskedasticity           Prob > F        =     0.0104
                                                  R-squared       =     0.8852
                                                  Adj R-squared   =     0.8194
                                                  Within R-sq.    =     0.0309
Number of clusters (state_fixed) =         24     Root MSE        =     0.7008

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncapa~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1198741   .0429425     2.79   0.010     .0310407    .2087075
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.77
Statistics robust to heteroskedasticity           Prob > F        =     0.3904
                                                  R-squared       =     0.7372
                                                  Adj R-squared   =     0.5865
                                                  Within R-sq.    =     0.0015
Number of clusters (state_fixed) =         24     Root MSE        =     8.9893

                                     (Std. Err. adjusted for 24 clusters in sta
> te_fixed)
-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |  -.4910827   .5609784    -0.88   0.390    -1.651555   
>  .6693896
-------------------------------------------------------------------------------
---------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              93             93 *   | 
        district_fixed |            0             285            285 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.35
Statistics robust to heteroskedasticity           Prob > F        =     0.5622
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (state_fixed) =         24     Root MSE        =     8.9927

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .4005586     0.59   0.562    -.5930669     1.06417
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    23)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    23)
cum_lncapaci |       7.79    0.0104 |        8.13   0.0044 |        7.79

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.40    P-val=0.0007

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      33.08
Kleibergen-Paap Wald rk F statistic                                 7.79

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,23)=        0.35     P-val=0.5622
Anderson-Rubin Wald test           Chi-sq(1)=      0.36     P-val=0.5480
Stock-Wright LM S statistic        Chi-sq(1)=      0.41     P-val=0.5221

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         24
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     24             Number of obs =     1038
                                                      F(  1,    23) =     0.36
                                                      Prob > F      =   0.5518
Total (centered) SS     =  53332.46938                Centered R2   =   0.7273
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  55266.58519                Root MSE      =    9.158

-------------------------------------------------------------------------------
---------
                       |               Robust
incumbvotesmajorperc~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. 
> Interval]
-----------------------+-------------------------------------------------------
---------
cum_lncapacity_turbine |   1.964993   3.254077     0.60   0.552    -4.766578   
>  8.696564
-------------------------------------------------------------------------------
---------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.396
                                                   Chi-sq(1) P-val =    0.0007
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               33.076
                         (Kleibergen-Paap rk Wald F statistic):          7.792
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncapacity_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-------------------------------------------------------------------------+
           Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
-----------------------+-------------------------------------------------|
       stateyear_fixed |            0              93             93 *   | 
        district_fixed |            0             285            285 *   | 
-------------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)
lncount
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

Stage: first - cum_lncount_turbine

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       7.91
Statistics robust to heteroskedasticity           Prob > F        =     0.0099
                                                  R-squared       =     0.9208
                                                  Adj R-squared   =     0.8753
                                                  Within R-sq.    =     0.0346
Number of clusters (state_fixed) =         24     Root MSE        =     0.6099

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
cum_lncoun~e |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .1106296    .039337     2.81   0.010     .0292548    .1920044
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: ols

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.28
Statistics robust to heteroskedasticity           Prob > F        =     0.6026
                                                  R-squared       =     0.7369
                                                  Adj R-squared   =     0.5860
                                                  Within R-sq.    =     0.0005
Number of clusters (state_fixed) =         24     Root MSE        =     8.9937

                                  (Std. Err. adjusted for 24 clusters in state_
> fixed)
-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |  -.3327064   .6301469    -0.53   0.603    -1.636265    .9
> 708517
-------------------------------------------------------------------------------
------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              93             93 *   | 
     district_fixed |            0             285            285 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: reduced

HDFE Linear regression                            Number of obs   =      1,038
Absorbing 2 HDFE groups                           F(   1,     23) =       0.35
Statistics robust to heteroskedasticity           Prob > F        =     0.5622
                                                  R-squared       =     0.7370
                                                  Adj R-squared   =     0.5861
                                                  Within R-sq.    =     0.0007
Number of clusters (state_fixed) =         24     Root MSE        =     8.9927

                           (Std. Err. adjusted for 24 clusters in state_fixed)
------------------------------------------------------------------------------
             |               Robust
incumbvote~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       inter |   .2355517   .4005586     0.59   0.562    -.5930669     1.06417
------------------------------------------------------------------------------

Absorbed degrees of freedom:
------------------------------------------------------------------+
    Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
----------------+-------------------------------------------------|
stateyear_fixed |            0              93             93 *   | 
 district_fixed |            0             285            285 *   | 
------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

Stage: iv


Summary results for first-stage regressions
-------------------------------------------

                                           (Underid)            (Weak id)
Variable     | F(  1,    23)  P-val | SW Chi-sq(  1) P-val | SW F(  1,    23)
cum_lncount_ |       7.91    0.0099 |        8.25   0.0041 |        7.91

NB: first-stage test statistics cluster-robust

Stock-Yogo weak ID F test critical values for single endogenous regressor:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for i.i.d. errors only.

Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic          Chi-sq(1)=11.93    P-val=0.0006

Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic                                      37.19
Kleibergen-Paap Wald rk F statistic                                 7.91

Stock-Yogo weak ID test critical values for K1=1 and L1=1:
                                   10% maximal IV size             16.38
                                   15% maximal IV size              8.96
                                   20% maximal IV size              6.66
                                   25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.

Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test           F(1,23)=        0.35     P-val=0.5622
Anderson-Rubin Wald test           Chi-sq(1)=      0.36     P-val=0.5480
Stock-Wright LM S statistic        Chi-sq(1)=      0.41     P-val=0.5221

NB: Underidentification, weak identification and weak-identification-robust
    test statistics cluster-robust

Number of clusters             N_clust  =         24
Number of observations               N  =       1038
Number of regressors                 K  =          1
Number of endogenous regressors      K1 =          1
Number of instruments                L  =          1
Number of excluded instruments       L1 =          1

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     24             Number of obs =     1038
                                                      F(  1,    23) =     0.38
                                                      Prob > F      =   0.5425
Total (centered) SS     =  53332.46938                Centered R2   =   0.7293
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  54843.59159                Root MSE      =    9.123

-------------------------------------------------------------------------------
------
                    |               Robust
incumbvotesmajorp~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Int
> erval]
--------------------+----------------------------------------------------------
------
cum_lncount_turbine |   2.129192   3.443932     0.62   0.542    -4.995124    9.
> 253509
-------------------------------------------------------------------------------
------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.934
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               37.190
                         (Kleibergen-Paap rk Wald F statistic):          7.909
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_lncount_turbine
Excluded instruments: inter
------------------------------------------------------------------------------

Absorbed degrees of freedom:
----------------------------------------------------------------------+
        Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
--------------------+-------------------------------------------------|
    stateyear_fixed |            0              93             93 *   | 
     district_fixed |            0             285            285 *   | 
----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(results reghdfe_first1 are active now)
(results reghdfe_ols are active now)
(results reghdfe_reduced are active now)

. 
. 
. *--------------------- Export LaTeX regression tables -----------------------
> *
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. ** Compare OLS and IV estimates
. * OLS
. esttab dem_capacity_ols dem_count_ols rep_capacity_ols rep_count_ols ///
>                 inc_capacity_ols inc_count_ols using TableA12.tex, booktabs r
> eplace ///
>                 refcat(cum_capacity_turbine "\emph{Panel A: OLS}", nolabel) /
> //
>                 b(%9.3f) se noconstant noobs nonotes star(* 0.10 ** 0.05 *** 
> 0.01) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Republican Vote" "Incumbent Vote",
>  pattern(1 0 1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(
> \cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to TableA12.tex)

.                 
. * IV
. esttab dem_capacity_iv dem_count_iv rep_capacity_iv rep_count_iv ///
>                 inc_capacity_iv inc_count_iv using TableA12.tex, booktabs app
> end ///
>                 nomtitles se noconstant nonotes legend nonumbers collabels(no
> ne) star(* 0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "States" "
> \(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 refcat(cum_capacity_turbine "\emph{Panel B: IV}", nolabel) //
> /
>                 width(\hsize)
(output written to TableA12.tex)

. 
.                 
. *------------------ Table A13: Bootstrap Standard Errors --------------------
> -*
. set seed 12345

. 
. local outcome demvotesmajorpercent repvotesmajorpercent incumbvotesmajorperce
> nt // outcome variable 

. local endogenous cum_capacity_turbine cum_count_turbine // endogenous variabl
> e

. local instrument inter // instrument

. local admin1_trend stateyear_fixed // geography * time trend

. local admin2 district_fixed // panel unit (cluster variable)

. local admin3 state_fixed // robustness: state fixed effects     

.                         
. foreach y in `outcome' {
  2.         // Create outcome variable label for storing estimates
.         local y_name = substr("`y'", 1, 3)
  3.         
.         foreach x in `endogenous' {
  4.                         // Create endogenous variable label for storing es
> timates
.                         tokenize "`x'", parse("_")
  5.                         local x_name "`3'"
  6.                         di "`x_name'"
  7.                         
.                         // Run IV regression
.                         reghdfe `y' i.stateyear_fixed (`x' = `instrument'), a
> bsorb(`admin2') vce(cluster state_fixed) old
  8.                         
.                         // Store IV estimates
.                         estimates store `y_name'_`x_name'_iv
  9.                         
.                         boottest `x', ptype(equaltail)
 10.                 }
 11. }
capacity
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1144
                                                      F( 76,    24) =     0.14
                                                      Prob > F      =   1.0000
Total (centered) SS     =  89042.66062                Centered R2   =   0.8802
Total (uncentered) SS   =  89042.66062                Uncentered R2 =        .
Residual SS             =  67093.55543                Root MSE      =    9.269

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0296368   .0113186     2.62   0.015     .0062764    .
> 0529972
                     |
     stateyear_fixed |
                  2  |     9.9225   3.47e-15  2.9e+15   0.000       9.9225     
>  9.9225
                  3  |   17.29875   7.00e-15  2.5e+15   0.000     17.29875    1
> 7.29875
                  4  |    9.73169   .1812387    53.70   0.000     9.357632    1
> 0.10575
                  5  |   1.329598   .1836672     7.24   0.000     .9505278    1
> .708669
                  6  |    3.82745   .1256328    30.47   0.000     3.568157    4
> .086744
                  7  |    8.39453    .093172    90.10   0.000     8.202232    8
> .586827
                  8  |          0  (empty)
                  9  |   6.271376   1.726754     3.63   0.001     2.707531    9
> .835221
                 10  |   15.37543   1.629552     9.44   0.000      12.0122    1
> 8.73866
                 11  |   9.133308   .3733514    24.46   0.000     8.362749    9
> .903868
                 12  |          0  (empty)
                 13  |  -10.81831   .5041294   -21.46   0.000    -11.85878   -9
> .777836
                 14  |  -10.08434   .2745886   -36.73   0.000    -10.65106   -9
> .517619
                 15  |   3.929472   .1557436    25.23   0.000     3.608033    4
> .250911
                 16  |          0  (empty)
                 17  |  -.2529598   2.040173    -0.12   0.902    -4.463671    3
> .957751
                 18  |   10.27566   1.615727     6.36   0.000     6.940963    1
> 3.61036
                 19  |   7.943284   1.378037     5.76   0.000     5.099156    1
> 0.78741
                 20  |          0  (empty)
                 21  |   5.275118   1.191501     4.43   0.000     2.815981    7
> .734254
                 22  |   8.849739   1.157688     7.64   0.000     6.460389    1
> 1.23909
                 23  |   10.90771   .6012949    18.14   0.000     9.666699    1
> 2.14872
                 24  |          0  (empty)
                 25  |   4.857494   1.686657     2.88   0.008     1.376406    8
> .338583
                 26  |   12.30972   1.686657     7.30   0.000     8.828628     
> 15.7908
                 27  |    15.5076   1.522474    10.19   0.000     12.36536    1
> 8.64983
                 28  |          0  (empty)
                 29  |   5.758161    2.71849     2.12   0.045     .1474731    1
> 1.36885
                 30  |   14.49716   2.009664     7.21   0.000     10.34941     
> 18.6449
                 31  |   6.573287   .7354756     8.94   0.000      5.05534    8
> .091234
                 32  |          0  (empty)
                 33  |  -2.285678   .0990376   -23.08   0.000    -2.490081   -2
> .081274
                 34  |   7.378073   .0990376    74.50   0.000      7.17367    7
> .582477
                 35  |   6.313072   .0990376    63.74   0.000     6.108669    6
> .517476
                 36  |          0  (empty)
                 37  |   21.12184    .021709   972.95   0.000     21.07704    2
> 1.16665
                 38  |   27.72526   .0188115  1473.85   0.000     27.68643    2
> 7.76408
                 39  |   25.25678   .0155744  1621.69   0.000     25.22464    2
> 5.28892
                 40  |          0  (empty)
                 41  |   3.363076   .1389167    24.21   0.000     3.076366    3
> .649786
                 42  |   10.06989   .1374453    73.26   0.000     9.786217    1
> 0.35356
                 43  |   8.413361   .0417655   201.44   0.000     8.327161    8
> .499561
                 44  |          0  (empty)
                 45  |   7.565186   2.195571     3.45   0.002     3.033751    1
> 2.09662
                 46  |   9.294018   1.815125     5.12   0.000     5.547784    1
> 3.04025
                 47  |   10.87336   .7679655    14.16   0.000     9.288357    1
> 2.45836
                 48  |          0  (empty)
                 49  |   8.290943   .5766186    14.38   0.000     7.100861    9
> .481026
                 50  |   12.07539   .5766186    20.94   0.000      10.8853    1
> 3.26547
                 51  |   14.97583   .3722554    40.23   0.000     14.20754    1
> 5.74413
                 52  |          0  (empty)
                 53  |  -2.583333   6.38e-15 -4.1e+14   0.000    -2.583333   -2
> .583333
                 54  |   5.450001   4.70e-15  1.2e+15   0.000     5.450001    5
> .450001
                 55  |   6.816667   5.25e-15  1.3e+15   0.000     6.816667    6
> .816667
                 56  |          0  (empty)
                 57  |  -8.122876   .1363889   -59.56   0.000    -8.404368   -7
> .841383
                 58  |   6.247125   .1363889    45.80   0.000     5.965632    6
> .528618
                 59  |   8.771482   .0005659  1.5e+04   0.000     8.770314     
> 8.77265
                 60  |          0  (empty)
                 61  |   4.614021   .0065299   706.59   0.000     4.600544    4
> .627498
                 62  |   9.551538   8.20e-15  1.2e+15   0.000     9.551538    9
> .551538
                 63  |    7.53077   4.72e-15  1.6e+15   0.000      7.53077     
> 7.53077
                 64  |          0  (empty)
                 65  |   .9412801   .3594552     2.62   0.015     .1994011    1
> .683159
                 66  |   10.06764   .2338775    43.05   0.000     9.584937    1
> 0.55034
                 67  |   7.231849   .1072265    67.44   0.000     7.010544    7
> .453154
                 68  |          0  (empty)
                 69  |   3.613305   .0000871  4.2e+04   0.000     3.613125    3
> .613484
                 70  |   9.154844   .0000871  1.1e+05   0.000     9.154664    9
> .155023
                 71  |   9.216381   .0000871  1.1e+05   0.000     9.216202    9
> .216561
                 72  |          0  (empty)
                 73  |   5.587294   .0015123  3694.60   0.000     5.584172    5
> .590415
                 74  |    8.64859   .0013708  6309.13   0.000      8.64576    8
> .651419
                 75  |   8.351367   .0013708  6092.31   0.000     8.348538    8
> .354197
                 76  |          0  (empty)
                 77  |   12.56418    2.95528     4.25   0.000     6.464779    1
> 8.66358
                 78  |   24.74135   2.008595    12.32   0.000     20.59582    2
> 8.88689
                 79  |   19.90412   1.473452    13.51   0.000     16.86307    2
> 2.94518
                 80  |          0  (empty)
                 81  |   13.39123   4.135016     3.24   0.003     4.856973    2
> 1.92548
                 82  |   14.86297   3.737734     3.98   0.001     7.148671    2
> 2.57728
                 83  |   25.84036   2.313743    11.17   0.000     21.06503    3
> 0.61569
                 84  |          0  (empty)
                 85  |   1.652165   .3688665     4.48   0.000     .8908618    2
> .413468
                 86  |   9.851044   .3545693    27.78   0.000     9.119249    1
> 0.58284
                 87  |   8.086826   .1891394    42.76   0.000     7.696462    8
> .477191
                 88  |          0  (empty)
                 89  |   10.15889   4.96e-15  2.0e+15   0.000     10.15889    1
> 0.15889
                 90  |   16.58222   7.05e-15  2.4e+15   0.000     16.58222    1
> 6.58222
                 91  |   22.49889   1.03e-14  2.2e+15   0.000     22.49889    2
> 2.49889
                 92  |          0  (empty)
                 93  |   11.35911   2.413749     4.71   0.000     6.377376    1
> 6.34084
                 94  |   11.27408   1.687474     6.68   0.000     7.791304    1
> 4.75685
                 95  |   7.456148   .9944627     7.50   0.000     5.403678    9
> .508619
                 96  |          0  (empty)
                 97  |   8.318801   .5886367    14.13   0.000     7.103914    9
> .533687
                 98  |   4.667551   .5886367     7.93   0.000     3.452665    5
> .882438
                 99  |   7.429883   .1049798    70.77   0.000     7.213215     
> 7.64655
                100  |          0  (empty)
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.901
                                                   Chi-sq(1) P-val =    0.0049
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              127.772
                         (Kleibergen-Paap rk Wald F statistic):          6.409
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_capacity_turbine

                           t(24) =     2.2045
    2 * min(Prob>|t|, Prob<-|t|) =     0.0100

95% confidence set for null hypothesis expression: [.0102, .05993]
count
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1144
                                                      F( 76,    24) =     0.14
                                                      Prob > F      =   1.0000
Total (centered) SS     =  89042.66062                Centered R2   =   0.8809
Total (uncentered) SS   =  89042.66062                Uncentered R2 =        .
Residual SS             =  66704.76467                Root MSE      =    9.242

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0495348   .0193751     2.56   0.017     .0095465    .089
> 5231
                  |
  stateyear_fixed |
               2  |     9.9225   1.11e-14  8.9e+14   0.000       9.9225      9.
> 9225
               3  |   17.29875   7.99e-15  2.2e+15   0.000     17.29875    17.2
> 9875
               4  |   9.828547   .1477353    66.53   0.000     9.523636    10.1
> 3346
               5  |   1.401039   .2160509     6.48   0.000     .9551324    1.84
> 6947
               6  |   3.815326   .1239277    30.79   0.000     3.559552      4.
> 0711
               7  |   8.390763   .0939511    89.31   0.000     8.196858    8.58
> 4669
               8  |          0  (empty)
               9  |   7.071455   2.081442     3.40   0.002      2.77557    11.3
> 6734
              10  |   16.13282   1.965191     8.21   0.000     12.07686    20.1
> 8877
              11  |   8.990731   .3266092    27.53   0.000     8.316643    9.66
> 4819
              12  |          0  (empty)
              13  |  -10.37159    .691046   -15.01   0.000    -11.79784   -8.94
> 5342
              14  |  -9.928216   .3422938   -29.00   0.000    -10.63468   -9.22
> 1757
              15  |   4.050041    .206668    19.60   0.000     3.623499    4.47
> 6582
              16  |          0  (empty)
              17  |  -.1957058   2.111888    -0.09   0.927    -4.554429    4.16
> 3017
              18  |   10.20592    1.62751     6.27   0.000     6.846908    13.5
> 6494
              19  |   8.000575   1.433759     5.58   0.000     5.041442    10.9
> 5971
              20  |          0  (empty)
              21  |    5.38024   1.261422     4.27   0.000     2.776792    7.98
> 3688
              22  |   8.952149   1.225731     7.30   0.000     6.422364    11.4
> 8193
              23  |   10.97583    .642476    17.08   0.000     9.649827    12.3
> 0184
              24  |          0  (empty)
              25  |   4.849709   1.724386     2.81   0.010     1.290752    8.40
> 8667
              26  |   12.30193   1.724386     7.13   0.000     8.742974    15.8
> 6089
              27  |   15.44537    1.53494    10.06   0.000     12.27741    18.6
> 1333
              28  |          0  (empty)
              29  |   4.943304   2.465484     2.01   0.056    -.1452052    10.0
> 3181
              30  |   13.47023   1.656573     8.13   0.000     10.05123    16.8
> 8923
              31  |   6.133544   .5812537    10.55   0.000     4.933895    7.33
> 3192
              32  |          0  (empty)
              33  |  -2.371628   .0678129   -34.97   0.000    -2.511587   -2.23
> 1669
              34  |   7.292123   .0678129   107.53   0.000     7.152164    7.43
> 2082
              35  |   6.227122   .0678129    91.83   0.000     6.087163    6.36
> 7081
              36  |          0  (empty)
              37  |   21.19379   .0503753   420.72   0.000     21.08982    21.2
> 9776
              38  |   27.78993   .0445628   623.61   0.000     27.69796     27.
> 8819
              39  |   25.31012   .0368127   687.54   0.000     25.23414    25.3
> 8609
              40  |          0  (empty)
              41  |   3.362588   .1420842    23.67   0.000     3.069341    3.65
> 5836
              42  |   10.06335   .1382092    72.81   0.000     9.778098     10.
> 3486
              43  |   8.393164   .0348752   240.66   0.000     8.321185    8.46
> 5142
              44  |          0  (empty)
              45  |   7.618015   2.269311     3.36   0.003     2.934387    12.3
> 0164
              46  |   9.346127   1.879387     4.97   0.000     5.467263    13.2
> 2499
              47  |   10.84389   .7750049    13.99   0.000     9.244361    12.4
> 4342
              48  |          0  (empty)
              49  |   8.168086   .5425034    15.06   0.000     7.048414    9.28
> 7758
              50  |   11.95253   .5425034    22.03   0.000     10.83286     13.
> 0722
              51  |   14.95328   .3724329    40.15   0.000     14.18462    15.7
> 2194
              52  |          0  (empty)
              53  |  -2.583333   7.83e-15 -3.3e+14   0.000    -2.583333   -2.58
> 3333
              54  |   5.450001   4.58e-15  1.2e+15   0.000     5.450001    5.45
> 0001
              55  |   6.816667   5.49e-15  1.2e+15   0.000     6.816667    6.81
> 6667
              56  |          0  (empty)
              57  |  -8.158023   .1259383   -64.78   0.000    -8.417947   -7.89
> 8099
              58  |   6.211978   .1259383    49.33   0.000     5.952054    6.47
> 1901
              59  |   8.794768   .0096876   907.84   0.000     8.774774    8.81
> 4762
              60  |          0  (empty)
              61  |   4.615975    .007452   619.43   0.000     4.600594    4.63
> 1355
              62  |   9.551538   8.12e-15  1.2e+15   0.000     9.551538    9.55
> 1538
              63  |    7.53077   4.16e-15  1.8e+15   0.000      7.53077     7.5
> 3077
              64  |          0  (empty)
              65  |   .9577976   .3746055     2.56   0.017     .1846497    1.73
> 0945
              66  |   10.07989   .2443246    41.26   0.000     9.575629    10.5
> 8415
              67  |    7.20592   .0996768    72.29   0.000     7.000197    7.41
> 1643
              68  |          0  (empty)
              69  |   3.616887   .0014904  2426.80   0.000     3.613811    3.61
> 9963
              70  |   9.158426   .0014904  6144.97   0.000      9.15535    9.16
> 1502
              71  |   9.219964   .0014904  6186.26   0.000     9.216888     9.2
> 2304
              72  |          0  (empty)
              73  |   5.608101   .0096876   578.90   0.000     5.588107    5.62
> 8095
              74  |   8.667016   .0086112  1006.49   0.000     8.649243    8.68
> 4788
              75  |   8.369793   .0086112   971.97   0.000     8.352021    8.38
> 7566
              76  |          0  (empty)
              77  |   12.20669   2.886893     4.23   0.000     6.248431    18.1
> 6494
              78  |   24.26706   1.871637    12.97   0.000     20.40419    28.1
> 2993
              79  |   19.48372   1.344633    14.49   0.000     16.70853     22.
> 2589
              80  |          0  (empty)
              81  |   12.57994    3.91765     3.21   0.004     4.494307    20.6
> 6557
              82  |   13.93282   3.464272     4.02   0.000     6.782919    21.0
> 8273
              83  |    25.0525   2.061513    12.15   0.000     20.79775    29.3
> 0726
              84  |          0  (empty)
              85  |   1.554478   .3395745     4.58   0.000     .8536312    2.25
> 5326
              86  |   9.759509   .3273376    29.81   0.000     9.083917     10.
> 4351
              87  |   8.055642   .1815143    44.38   0.000     7.681015    8.43
> 0269
              88  |          0  (empty)
              89  |   10.15889   6.09e-15  1.7e+15   0.000     10.15889    10.1
> 5889
              90  |   16.58222   7.13e-15  2.3e+15   0.000     16.58222    16.5
> 8222
              91  |   22.49889   1.03e-14  2.2e+15   0.000     22.49889    22.4
> 9889
              92  |          0  (empty)
              93  |   10.63632   2.189389     4.86   0.000     6.117646      15
> .155
              94  |   10.42757   1.397162     7.46   0.000     7.543967    13.3
> 1117
              95  |   6.932685   .8137551     8.52   0.000     5.253177    8.61
> 2193
              96  |          0  (empty)
              97  |   8.399765   .6345352    13.24   0.000     7.090149    9.70
> 9381
              98  |   4.748516   .6345352     7.48   0.000     3.438899    6.05
> 8132
              99  |   7.446018   .1138288    65.41   0.000     7.211087    7.68
> 0949
             100  |          0  (empty)
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.572
                                                   Chi-sq(1) P-val =    0.0059
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              134.620
                         (Kleibergen-Paap rk Wald F statistic):          6.482
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_count_turbine

                           t(24) =     2.1524
    2 * min(Prob>|t|, Prob<-|t|) =     0.0020

95% confidence set for null hypothesis expression: [.01926, .09978]
capacity
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1144
                                                      F( 76,    24) =     0.14
                                                      Prob > F      =   1.0000
Total (centered) SS     =  89042.66067                Centered R2   =   0.8802
Total (uncentered) SS   =  89042.66067                Uncentered R2 =        .
Residual SS             =  67093.55595                Root MSE      =    9.269

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0296368   .0113186    -2.62   0.015    -.0529972   -.
> 0062764
                     |
     stateyear_fixed |
                  2  |    -9.9225   4.21e-15 -2.4e+15   0.000      -9.9225     
> -9.9225
                  3  |  -17.29875   3.04e-15 -5.7e+15   0.000    -17.29875   -1
> 7.29875
                  4  |  -9.731691   .1812387   -53.70   0.000    -10.10575   -9
> .357632
                  5  |  -1.329598   .1836672    -7.24   0.000    -1.708669   -.
> 9505276
                  6  |   -3.82745   .1256328   -30.47   0.000    -4.086744   -3
> .568157
                  7  |   -8.39453    .093172   -90.10   0.000    -8.586827   -8
> .202232
                  8  |          0  (empty)
                  9  |  -6.271375   1.726754    -3.63   0.001    -9.835221    -
> 2.70753
                 10  |  -15.37543   1.629552    -9.44   0.000    -18.73866    -
> 12.0122
                 11  |  -9.133308   .3733514   -24.46   0.000    -9.903867   -8
> .362748
                 12  |          0  (empty)
                 13  |   10.81831   .5041294    21.46   0.000     9.777837    1
> 1.85878
                 14  |   10.08434   .2745887    36.73   0.000      9.51762    1
> 0.65107
                 15  |  -3.929469   .1557436   -25.23   0.000    -4.250908    -
> 3.60803
                 16  |          0  (empty)
                 17  |   .2529609   2.040173     0.12   0.902     -3.95775    4
> .463672
                 18  |  -10.27566   1.615727    -6.36   0.000    -13.61035   -6
> .940961
                 19  |  -7.943284   1.378037    -5.76   0.000    -10.78741   -5
> .099156
                 20  |          0  (empty)
                 21  |  -5.275118   1.191501    -4.43   0.000    -7.734255   -2
> .815982
                 22  |   -8.84974   1.157688    -7.64   0.000    -11.23909   -6
> .460389
                 23  |  -10.90771   .6012949   -18.14   0.000    -12.14872   -9
> .666699
                 24  |          0  (empty)
                 25  |  -4.857494   1.686657    -2.88   0.008    -8.338583   -1
> .376406
                 26  |  -12.30972   1.686657    -7.30   0.000     -15.7908   -8
> .828627
                 27  |   -15.5076   1.522474   -10.19   0.000    -18.64983   -1
> 2.36536
                 28  |          0  (empty)
                 29  |   -5.75816    2.71849    -2.12   0.045    -11.36885    -
> .147472
                 30  |  -14.49715   2.009664    -7.21   0.000     -18.6449   -1
> 0.34941
                 31  |  -6.573285   .7354756    -8.94   0.000    -8.091232   -5
> .055338
                 32  |          0  (empty)
                 33  |   2.285678   .0990376    23.08   0.000     2.081274    2
> .490081
                 34  |  -7.378072   .0990376   -74.50   0.000    -7.582476   -7
> .173669
                 35  |  -6.313072   .0990376   -63.74   0.000    -6.517476   -6
> .108669
                 36  |          0  (empty)
                 37  |  -21.12184    .021709  -972.95   0.000    -21.16665   -2
> 1.07704
                 38  |  -27.72526   .0188115 -1473.85   0.000    -27.76408   -2
> 7.68643
                 39  |  -25.25678   .0155744 -1621.69   0.000    -25.28892   -2
> 5.22464
                 40  |          0  (empty)
                 41  |  -3.363075   .1389167   -24.21   0.000    -3.649785   -3
> .076365
                 42  |  -10.06989   .1374453   -73.26   0.000    -10.35356   -9
> .786217
                 43  |   -8.41336   .0417655  -201.44   0.000     -8.49956    -
> 8.32716
                 44  |          0  (empty)
                 45  |  -7.565186   2.195571    -3.45   0.002    -12.09662   -3
> .033751
                 46  |  -9.294018   1.815125    -5.12   0.000    -13.04025   -5
> .547784
                 47  |  -10.87336   .7679655   -14.16   0.000    -12.45836   -9
> .288356
                 48  |          0  (empty)
                 49  |  -8.290944   .5766186   -14.38   0.000    -9.481026   -7
> .100861
                 50  |  -12.07539   .5766186   -20.94   0.000    -13.26547   -1
> 0.88531
                 51  |  -14.97583   .3722554   -40.23   0.000    -15.74413   -1
> 4.20754
                 52  |          0  (empty)
                 53  |   2.583332   5.15e-15  5.0e+14   0.000     2.583332    2
> .583332
                 54  |  -5.449999   4.94e-15 -1.1e+15   0.000    -5.449999   -5
> .449999
                 55  |  -6.816668   2.48e-15 -2.7e+15   0.000    -6.816668   -6
> .816668
                 56  |          0  (empty)
                 57  |   8.122876   .1363889    59.56   0.000     7.841383    8
> .404368
                 58  |  -6.247125   .1363889   -45.80   0.000    -6.528618   -5
> .965632
                 59  |  -8.771482   .0005659 -1.5e+04   0.000     -8.77265   -8
> .770314
                 60  |          0  (empty)
                 61  |  -4.614021   .0065299  -706.59   0.000    -4.627498   -4
> .600544
                 62  |  -9.551538   5.63e-15 -1.7e+15   0.000    -9.551538   -9
> .551538
                 63  |  -7.530769   7.73e-15 -9.7e+14   0.000    -7.530769   -7
> .530769
                 64  |          0  (empty)
                 65  |  -.9412799   .3594552    -2.62   0.015    -1.683159   -.
> 1994008
                 66  |  -10.06764   .2338775   -43.05   0.000    -10.55034   -9
> .584937
                 67  |  -7.231849   .1072265   -67.44   0.000    -7.453153   -7
> .010544
                 68  |          0  (empty)
                 69  |  -3.613305   .0000871 -4.2e+04   0.000    -3.613485   -3
> .613125
                 70  |  -9.154844   .0000871 -1.1e+05   0.000    -9.155023   -9
> .154664
                 71  |  -9.216382   .0000871 -1.1e+05   0.000    -9.216562   -9
> .216202
                 72  |          0  (empty)
                 73  |  -5.587293   .0015123 -3694.60   0.000    -5.590414   -5
> .584172
                 74  |   -8.64859   .0013708 -6309.13   0.000    -8.651419    -
> 8.64576
                 75  |  -8.351367   .0013708 -6092.31   0.000    -8.354197   -8
> .348538
                 76  |          0  (empty)
                 77  |  -12.56418    2.95528    -4.25   0.000    -18.66358   -6
> .464779
                 78  |  -24.74135   2.008595   -12.32   0.000    -28.88689   -2
> 0.59582
                 79  |  -19.90412   1.473452   -13.51   0.000    -22.94518   -1
> 6.86307
                 80  |          0  (empty)
                 81  |  -13.39123   4.135016    -3.24   0.003    -21.92548   -4
> .856973
                 82  |  -14.86297   3.737734    -3.98   0.001    -22.57728   -7
> .148671
                 83  |  -25.84036   2.313744   -11.17   0.000    -30.61569   -2
> 1.06503
                 84  |          0  (empty)
                 85  |  -1.652165   .3688665    -4.48   0.000    -2.413468   -.
> 8908619
                 86  |  -9.851045   .3545693   -27.78   0.000    -10.58284    -
> 9.11925
                 87  |  -8.086826   .1891394   -42.76   0.000    -8.477191   -7
> .696462
                 88  |          0  (empty)
                 89  |  -10.15889   1.11e-15 -9.2e+15   0.000    -10.15889   -1
> 0.15889
                 90  |  -16.58222   2.12e-15 -7.8e+15   0.000    -16.58222   -1
> 6.58222
                 91  |  -22.49889   4.85e-15 -4.6e+15   0.000    -22.49889   -2
> 2.49889
                 92  |          0  (empty)
                 93  |  -11.35911   2.413749    -4.71   0.000    -16.34084   -6
> .377376
                 94  |  -11.27408   1.687474    -6.68   0.000    -14.75685   -7
> .791304
                 95  |  -7.456148   .9944627    -7.50   0.000    -9.508618   -5
> .403678
                 96  |          0  (empty)
                 97  |    -8.3188   .5886367   -14.13   0.000    -9.533687   -7
> .103914
                 98  |   -4.66755   .5886367    -7.93   0.000    -5.882437   -3
> .452664
                 99  |  -7.429882   .1049798   -70.77   0.000     -7.64655   -7
> .213214
                100  |          0  (empty)
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.901
                                                   Chi-sq(1) P-val =    0.0049
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              127.772
                         (Kleibergen-Paap rk Wald F statistic):          6.409
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_capacity_turbine

                           t(24) =    -2.2045
    2 * min(Prob>|t|, Prob<-|t|) =     0.0000

95% confidence set for null hypothesis expression: [-.05762, -.01072]
count
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1144
                                                      F( 76,    24) =     0.14
                                                      Prob > F      =   1.0000
Total (centered) SS     =  89042.66067                Centered R2   =   0.8809
Total (uncentered) SS   =  89042.66067                Uncentered R2 =        .
Residual SS             =  66704.76519                Root MSE      =    9.242

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0495348   .0193751    -2.56   0.017    -.0895231   -.009
> 5465
                  |
  stateyear_fixed |
               2  |    -9.9225   9.72e-15 -1.0e+15   0.000      -9.9225     -9.
> 9225
               3  |  -17.29875   2.03e-15 -8.5e+15   0.000    -17.29875   -17.2
> 9875
               4  |  -9.828548   .1477353   -66.53   0.000    -10.13346   -9.52
> 3637
               5  |  -1.401039   .2160509    -6.48   0.000    -1.846946   -.955
> 1321
               6  |  -3.815326   .1239277   -30.79   0.000      -4.0711   -3.55
> 9552
               7  |  -8.390763   .0939511   -89.31   0.000    -8.584668   -8.19
> 6858
               8  |          0  (empty)
               9  |  -7.071454   2.081442    -3.40   0.002    -11.36734    -2.7
> 7557
              10  |  -16.13282   1.965191    -8.21   0.000    -20.18877   -12.0
> 7686
              11  |  -8.990731   .3266092   -27.53   0.000    -9.664819   -8.31
> 6642
              12  |          0  (empty)
              13  |   10.37159    .691046    15.01   0.000     8.945343    11.7
> 9784
              14  |   9.928218   .3422938    29.00   0.000     9.221759    10.6
> 3468
              15  |  -4.050038    .206668   -19.60   0.000     -4.47658   -3.62
> 3496
              16  |          0  (empty)
              17  |   .1957068   2.111888     0.09   0.927    -4.163016     4.5
> 5443
              18  |  -10.20592    1.62751    -6.27   0.000    -13.56494   -6.84
> 6906
              19  |  -8.000575   1.433759    -5.58   0.000    -10.95971   -5.04
> 1442
              20  |          0  (empty)
              21  |  -5.380241   1.261422    -4.27   0.000    -7.983689   -2.77
> 6793
              22  |   -8.95215   1.225731    -7.30   0.000    -11.48194   -6.42
> 2365
              23  |  -10.97583    .642476   -17.08   0.000    -12.30184   -9.64
> 9827
              24  |          0  (empty)
              25  |  -4.849709   1.724386    -2.81   0.010    -8.408667   -1.29
> 0752
              26  |  -12.30193   1.724386    -7.13   0.000    -15.86089   -8.74
> 2973
              27  |  -15.44537    1.53494   -10.06   0.000    -18.61333   -12.2
> 7741
              28  |          0  (empty)
              29  |  -4.943303   2.465484    -2.01   0.056    -10.03181    .145
> 2063
              30  |  -13.47022   1.656573    -8.13   0.000    -16.88922   -10.0
> 5123
              31  |  -6.133542   .5812537   -10.55   0.000    -7.333191   -4.93
> 3894
              32  |          0  (empty)
              33  |   2.371628   .0678129    34.97   0.000     2.231669    2.51
> 1587
              34  |  -7.292122   .0678129  -107.53   0.000    -7.432081   -7.15
> 2163
              35  |  -6.227122   .0678129   -91.83   0.000    -6.367081   -6.08
> 7163
              36  |          0  (empty)
              37  |  -21.19379   .0503753  -420.72   0.000    -21.29776   -21.0
> 8982
              38  |  -27.78993   .0445628  -623.61   0.000     -27.8819   -27.6
> 9796
              39  |  -25.31012   .0368127  -687.54   0.000    -25.38609   -25.2
> 3414
              40  |          0  (empty)
              41  |  -3.362588   .1420842   -23.67   0.000    -3.655835    -3.0
> 6934
              42  |  -10.06335   .1382092   -72.81   0.000     -10.3486   -9.77
> 8098
              43  |  -8.393163   .0348752  -240.66   0.000    -8.465142   -8.32
> 1184
              44  |          0  (empty)
              45  |  -7.618015   2.269311    -3.36   0.003    -12.30164   -2.93
> 4387
              46  |  -9.346127   1.879387    -4.97   0.000    -13.22499   -5.46
> 7263
              47  |  -10.84389   .7750049   -13.99   0.000    -12.44342    -9.2
> 4436
              48  |          0  (empty)
              49  |  -8.168086   .5425034   -15.06   0.000    -9.287758   -7.04
> 8414
              50  |  -11.95253   .5425034   -22.03   0.000     -13.0722   -10.8
> 3286
              51  |  -14.95328   .3724329   -40.15   0.000    -15.72194   -14.1
> 8462
              52  |          0  (empty)
              53  |   2.583332   1.46e-15  1.8e+15   0.000     2.583332    2.58
> 3332
              54  |  -5.449999   3.10e-15 -1.8e+15   0.000    -5.449999   -5.44
> 9999
              55  |  -6.816668   1.79e-15 -3.8e+15   0.000    -6.816668   -6.81
> 6668
              56  |          0  (empty)
              57  |   8.158023   .1259383    64.78   0.000     7.898099    8.41
> 7947
              58  |  -6.211978   .1259383   -49.33   0.000    -6.471901   -5.95
> 2054
              59  |  -8.794768   .0096876  -907.84   0.000    -8.814762   -8.77
> 4774
              60  |          0  (empty)
              61  |  -4.615974    .007452  -619.43   0.000    -4.631354   -4.60
> 0594
              62  |  -9.551538   6.59e-15 -1.4e+15   0.000    -9.551538   -9.55
> 1538
              63  |  -7.530769   7.05e-15 -1.1e+15   0.000    -7.530769   -7.53
> 0769
              64  |          0  (empty)
              65  |  -.9577973   .3746055    -2.56   0.017    -1.730945   -.184
> 6495
              66  |  -10.07989   .2443246   -41.26   0.000    -10.58415   -9.57
> 5629
              67  |   -7.20592   .0996768   -72.29   0.000    -7.411643   -7.00
> 0197
              68  |          0  (empty)
              69  |  -3.616888   .0014904 -2426.80   0.000    -3.619964   -3.61
> 3812
              70  |  -9.158426   .0014904 -6144.97   0.000    -9.161502    -9.1
> 5535
              71  |  -9.219964   .0014904 -6186.26   0.000     -9.22304   -9.21
> 6888
              72  |          0  (empty)
              73  |    -5.6081   .0096876  -578.90   0.000    -5.628094   -5.58
> 8106
              74  |  -8.667016   .0086112 -1006.49   0.000    -8.684788   -8.64
> 9243
              75  |  -8.369793   .0086112  -971.97   0.000    -8.387566   -8.35
> 2021
              76  |          0  (empty)
              77  |  -12.20669   2.886893    -4.23   0.000    -18.16494   -6.24
> 8432
              78  |  -24.26706   1.871637   -12.97   0.000    -28.12993   -20.4
> 0419
              79  |  -19.48372   1.344633   -14.49   0.000     -22.2589   -16.7
> 0853
              80  |          0  (empty)
              81  |  -12.57994    3.91765    -3.21   0.004    -20.66557   -4.49
> 4306
              82  |  -13.93282   3.464272    -4.02   0.000    -21.08273   -6.78
> 2919
              83  |   -25.0525   2.061513   -12.15   0.000    -29.30726   -20.7
> 9775
              84  |          0  (empty)
              85  |  -1.554479   .3395745    -4.58   0.000    -2.255326   -.853
> 6312
              86  |  -9.759509   .3273376   -29.81   0.000     -10.4351   -9.08
> 3918
              87  |  -8.055642   .1815143   -44.38   0.000    -8.430269   -7.68
> 1015
              88  |          0  (empty)
              89  |  -10.15889   1.33e-15 -7.6e+15   0.000    -10.15889   -10.1
> 5889
              90  |  -16.58222   2.08e-15 -8.0e+15   0.000    -16.58222   -16.5
> 8222
              91  |  -22.49889   4.87e-15 -4.6e+15   0.000    -22.49889   -22.4
> 9889
              92  |          0  (empty)
              93  |  -10.63632   2.189389    -4.86   0.000      -15.155   -6.11
> 7647
              94  |  -10.42757   1.397162    -7.46   0.000    -13.31117   -7.54
> 3966
              95  |  -6.932684   .8137551    -8.52   0.000    -8.612192   -5.25
> 3176
              96  |          0  (empty)
              97  |  -8.399764   .6345352   -13.24   0.000    -9.709381   -7.09
> 0148
              98  |  -4.748514   .6345352    -7.48   0.000    -6.058131   -3.43
> 8898
              99  |  -7.446017   .1138288   -65.41   0.000    -7.680948   -7.21
> 1086
             100  |          0  (empty)
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.572
                                                   Chi-sq(1) P-val =    0.0059
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              134.620
                         (Kleibergen-Paap rk Wald F statistic):          6.482
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_count_turbine

                           t(24) =    -2.1524
    2 * min(Prob>|t|, Prob<-|t|) =     0.0040

95% confidence set for null hypothesis expression: [-.09908, -.01382]
capacity
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1046
                                                      F( 76,    24) =     0.02
                                                      Prob > F      =   1.0000
Total (centered) SS     =  71235.97312                Centered R2   =   0.7352
Total (uncentered) SS   =  71235.97312                Uncentered R2 =        .
Residual SS             =  53905.23774                Root MSE      =    8.884

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0077507   .0133556     0.58   0.567    -.0198139    .
> 0353153
                     |
     stateyear_fixed |
                  2  |  -8.100214    .014877  -544.48   0.000    -8.130918   -8
> .069509
                  3  |  -12.28936   .0706655  -173.91   0.000     -12.4352   -1
> 2.14351
                  4  |  -14.50615   .2417505   -60.00   0.000    -15.00509    -
> 14.0072
                  5  |   4.741408   .2388186    19.85   0.000     4.248511    5
> .234305
                  6  |   5.576958   .1475879    37.79   0.000     5.272351    5
> .881564
                  7  |   6.222368   .1252342    49.69   0.000     5.963897    6
> .480838
                  8  |          0  (empty)
                  9  |   5.296693   2.243061     2.36   0.027     .6672419    9
> .926143
                 10  |   11.65898   2.393565     4.87   0.000     6.718905    1
> 6.59906
                 11  |   2.017875   .0048395   416.96   0.000     2.007886    2
> .027863
                 12  |          0  (empty)
                 13  |  -10.78287   .8221694   -13.12   0.000    -12.47974   -9
> .085991
                 14  |         -6   3.59e-15 -1.7e+15   0.000           -6     
>      -6
                 15  |   4.830002   4.01e-15  1.2e+15   0.000     4.830002    4
> .830002
                 16  |          0  (empty)
                 17  |   12.27206   2.407343     5.10   0.000     7.303552    1
> 7.24058
                 18  |  -2.194076   2.468556    -0.89   0.383    -7.288925    2
> .900773
                 19  |   1.888647   1.626042     1.16   0.257    -1.467338    5
> .244632
                 20  |          0  (empty)
                 21  |    5.68124   1.474491     3.85   0.001      2.63804     
> 8.72444
                 22  |   5.156291   1.509134     3.42   0.002     2.041591    8
> .270991
                 23  |   6.036229   .9240758     6.53   0.000      4.12903    7
> .943427
                 24  |          0  (empty)
                 25  |   5.300081    1.83816     2.88   0.008     1.506304    9
> .093857
                 26  |  -1.603252    1.83816    -0.87   0.392    -5.397028    2
> .190525
                 27  |   6.914321    1.64443     4.20   0.000     3.520383    1
> 0.30826
                 28  |          0  (empty)
                 29  |  -10.53639   1.058763    -9.95   0.000    -12.72157   -8
> .351214
                 30  |  -16.67178   .2223704   -74.97   0.000    -17.13073   -1
> 6.21283
                 31  |  -17.59182   1.281134   -13.73   0.000    -20.23595   -1
> 4.94769
                 32  |          0  (empty)
                 33  |   5.162818   .1168613    44.18   0.000     4.921628    5
> .404008
                 34  |   11.87281   .1221732    97.18   0.000     11.62066    1
> 2.12496
                 35  |    6.50581   .1221732    53.25   0.000     6.253657    6
> .757964
                 36  |          0  (empty)
                 37  |    20.9606   .0162157  1292.62   0.000     20.92713    2
> 0.99406
                 38  |   27.56961   .0127966  2154.44   0.000      27.5432    2
> 7.59602
                 39  |   25.10739   .0089769  2796.88   0.000     25.08887    2
> 5.12592
                 40  |          0  (empty)
                 41  |   3.805138    .223907    16.99   0.000     3.343017    4
> .267259
                 42  |   5.699058   .2220468    25.67   0.000     5.240775     
> 6.15734
                 43  |   2.141312   .0975978    21.94   0.000      1.93988    2
> .342744
                 44  |          0  (empty)
                 45  |   5.257226   2.590707     2.03   0.054    -.0897299    1
> 0.60418
                 46  |   4.447231   2.479353     1.79   0.085    -.6699028    9
> .564364
                 47  |   6.301918   .7944846     7.93   0.000     4.662183    7
> .941654
                 48  |          0  (empty)
                 49  |   .4448984   .8547843     0.52   0.607     -1.31929    2
> .209087
                 50  |   .7799659   .7592702     1.03   0.315    -.7870907    2
> .347022
                 51  |   5.043158   .5156415     9.78   0.000     3.978926    6
> .107389
                 52  |          0  (empty)
                 53  |   5.683332   8.07e-15  7.0e+14   0.000     5.683332    5
> .683332
                 54  |   1.088335   5.82e-15  1.9e+14   0.000     1.088335    1
> .088335
                 55  |  -2.023335   4.74e-15 -4.3e+14   0.000    -2.023335   -2
> .023335
                 56  |          0  (empty)
                 57  |     18.061   .0534223   338.08   0.000     17.95075    1
> 8.17126
                 58  |   3.691004   .0534223    69.09   0.000     3.580746    3
> .801262
                 59  |   11.40799   .1068446   106.77   0.000     11.18748    1
> 1.62851
                 60  |          0  (empty)
                 61  |   4.535241   .0077051   588.60   0.000     4.519339    4
> .551144
                 62  |   5.555614   .0002014  2.8e+04   0.000     5.555199     
> 5.55603
                 63  |   2.922677   .0004548  6426.68   0.000     2.921738    2
> .923616
                 64  |          0  (empty)
                 65  |   9.602984   .3741082    25.67   0.000     8.830863    1
> 0.37511
                 66  |   10.11457   .2107829    47.99   0.000     9.679534     
> 10.5496
                 67  |   8.314644    .087294    95.25   0.000     8.134478     
> 8.49481
                 68  |          0  (empty)
                 69  |   2.669783   .0000685  3.9e+04   0.000     2.669642    2
> .669925
                 70  |   3.991598   .0001027  3.9e+04   0.000     3.991386     
> 3.99181
                 71  |   1.837751   .0001027  1.8e+04   0.000     1.837539    1
> .837963
                 72  |          0  (empty)
                 73  |   9.107703   .0017845  5103.92   0.000      9.10402    9
> .111386
                 74  |   2.782908   .0012585  2211.23   0.000     2.780311    2
> .785506
                 75  |   2.951428   .0018614  1585.60   0.000     2.947586     
> 2.95527
                 76  |          0  (empty)
                 77  |   1.917492   4.816956     0.40   0.694    -8.024215     
> 11.8592
                 78  |   -13.8732   2.962601    -4.68   0.000    -19.98771   -7
> .758693
                 79  |  -10.64029   2.467027    -4.31   0.000    -15.73199     
> -5.5486
                 80  |          0  (empty)
                 81  |   5.223562   4.879193     1.07   0.295    -4.846598    1
> 5.29372
                 82  |   5.507514   4.410413     1.25   0.224    -3.595131    1
> 4.61016
                 83  |   24.18457    2.63855     9.17   0.000     18.73887    2
> 9.63027
                 84  |          0  (empty)
                 85  |   16.56931   .5127876    32.31   0.000     15.51097    1
> 7.62765
                 86  |   2.058764   .4584434     4.49   0.000     1.112583    3
> .004945
                 87  |   3.311491   .2498632    13.25   0.000     2.795799    3
> .827183
                 88  |          0  (empty)
                 89  |       5.43   2.44e-15  2.2e+15   0.000         5.43     
>    5.43
                 90  |     3.5825   5.19e-15  6.9e+14   0.000       3.5825     
>  3.5825
                 91  |    12.8675   2.86e-15  4.5e+15   0.000      12.8675     
> 12.8675
                 92  |          0  (empty)
                 93  |   3.612074   3.066139     1.18   0.250    -2.716125    9
> .940274
                 94  |    3.15772    2.23559     1.41   0.171    -1.456311    7
> .771751
                 95  |   3.648717   1.417858     2.57   0.017     .7224031    6
> .575032
                 96  |          0  (empty)
                 97  |   9.219203   .8334882    11.06   0.000     7.498968    1
> 0.93944
                 98  |   5.446309   .8000065     6.81   0.000     3.795176    7
> .097441
                 99  |   9.949226   .1477774    67.33   0.000     9.644229    1
> 0.25422
                100  |          0  (empty)
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):              7.527
                                                   Chi-sq(1) P-val =    0.0061
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              106.748
                         (Kleibergen-Paap rk Wald F statistic):          5.568
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_capacity_turbine

                           t(24) =     0.4783
    2 * min(Prob>|t|, Prob<-|t|) =     0.5906

95% confidence set for null hypothesis expression: [-.01544, .06219]
count
(running historical version of reghdfe)
(converged in 1 iterations)
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
Warning - collinearities detected
Vars dropped:  8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
               20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
               32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
               44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
               56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
               68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
               80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
               92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on state_fixed

Number of clusters (state_fixed) =     25             Number of obs =     1046
                                                      F( 76,    24) =     0.00
                                                      Prob > F      =   1.0000
Total (centered) SS     =  71235.97312                Centered R2   =   0.7352
Total (uncentered) SS   =  71235.97312                Uncentered R2 =        .
Residual SS             =  53918.27467                Root MSE      =    8.885

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0127861   .0220241     0.58   0.567    -.0326695    .058
> 2416
                  |
  stateyear_fixed |
               2  |  -8.102065   .0116824  -693.53   0.000    -8.126177   -8.07
> 7954
               3  |  -12.28056   .0554912  -221.31   0.000    -12.39509   -12.1
> 6603
               4  |  -14.47606   .1898383   -76.25   0.000    -14.86787   -14.0
> 8425
               5  |   4.759884   .2705565    17.59   0.000     4.201483    5.31
> 8286
               6  |   5.579328   .1516173    36.80   0.000     5.266406    5.89
> 2251
               7  |   6.220114   .1213066    51.28   0.000      5.96975    6.47
> 0479
               8  |          0  (empty)
               9  |   5.512868   2.614599     2.11   0.046     .1166017    10.9
> 0913
              10  |   11.89996   2.807767     4.24   0.000     6.105011     17.
> 6949
              11  |   1.901003   .2061494     9.22   0.000     1.475532    2.32
> 6475
              12  |          0  (empty)
              13  |   -10.6207   1.101206    -9.64   0.000    -12.89347   -8.34
> 7918
              14  |         -6   6.40e-15 -9.4e+14   0.000           -6        
>   -6
              15  |   4.830002   3.85e-15  1.3e+15   0.000     4.830002    4.83
> 0002
              16  |          0  (empty)
              17  |   12.26868   2.400629     5.11   0.000     7.314026    17.2
> 2334
              18  |  -2.258554   2.356581    -0.96   0.347    -7.122298    2.60
> 5189
              19  |   1.891168   1.629785     1.16   0.257    -1.472542    5.25
> 4879
              20  |          0  (empty)
              21  |   5.698566   1.503792     3.79   0.001     2.594892     8.8
> 0224
              22  |   5.173446   1.538128     3.36   0.003     1.998906    8.34
> 7987
              23  |   6.047244   .9427095     6.41   0.000     4.101587    7.99
> 2901
              24  |          0  (empty)
              25  |    5.27374   1.792111     2.94   0.007     1.575005    8.97
> 2475
              26  |  -1.629592   1.792111    -0.91   0.372    -5.328327    2.06
> 9143
              27  |   6.875389   1.576764     4.36   0.000     3.621108    10.1
> 2967
              28  |          0  (empty)
              29  |  -10.55841   1.020451   -10.35   0.000    -12.66452   -8.45
> 2303
              30  |  -16.74223   .1009439  -165.86   0.000    -16.95056   -16.5
> 3389
              31  |  -17.49935   1.121395   -15.60   0.000     -19.8138   -15.1
> 8491
              32  |          0  (empty)
              33  |   5.139751   .0770844    66.68   0.000     4.980656    5.29
> 8845
              34  |    11.8487   .0805883   147.03   0.000     11.68237    12.0
> 1502
              35  |   6.481695   .0805883    80.43   0.000     6.315369    6.64
> 8021
              36  |          0  (empty)
              37  |   20.97297   .0375226   558.94   0.000     20.89553    21.0
> 5041
              38  |   27.58013   .0309153   892.12   0.000     27.51633    27.6
> 4394
              39  |   25.11502   .0221057  1136.13   0.000     25.06939    25.1
> 6064
              40  |          0  (empty)
              41  |   3.802641   .2195233    17.32   0.000     3.349567    4.25
> 5715
              42  |     5.6949   .2148039    26.51   0.000     5.251567    6.13
> 8234
              43  |   2.134532   .0858845    24.85   0.000     1.957276    2.31
> 1789
              44  |          0  (empty)
              45  |   5.251318   2.579575     2.04   0.053    -.0726635     10.
> 5753
              46  |   4.444667   2.474023     1.80   0.085    -.6614662      9.
> 5508
              47  |   6.286868   .7682669     8.18   0.000     4.701243    7.87
> 2493
              48  |          0  (empty)
              49  |   .3977179   .7732005     0.51   0.612    -1.198089    1.99
> 3525
              50  |   .7394764   .6892467     1.07   0.294    -.6830589    2.16
> 2012
              51  |   5.032434   .4969791    10.13   0.000     4.006719    6.05
> 8148
              52  |          0  (empty)
              53  |   5.683332   8.54e-15  6.7e+14   0.000     5.683332    5.68
> 3332
              54  |   1.088335   5.57e-15  2.0e+14   0.000     1.088335    1.08
> 8335
              55  |  -2.023335   4.55e-15 -4.4e+14   0.000    -2.023335   -2.02
> 3335
              56  |          0  (empty)
              57  |   18.05557   .0440482   409.90   0.000     17.96466    18.1
> 4649
              58  |   3.685573   .0440482    83.67   0.000     3.594662    3.77
> 6484
              59  |   11.41886   .0880965   129.62   0.000     11.23703    11.6
> 0068
              60  |          0  (empty)
              61  |   4.535687   .0084708   535.45   0.000     4.518204     4.5
> 5317
              62  |   5.555603   .0002214  2.5e+04   0.000     5.555146     5.5
> 5606
              63  |   2.922651      .0005  5845.72   0.000     2.921619    2.92
> 3683
              64  |          0  (empty)
              65  |   9.615679   .3958372    24.29   0.000     8.798711    10.4
> 3265
              66  |   10.12728   .2326074    43.54   0.000     9.647206    10.6
> 0736
              67  |   8.320697   .0976886    85.18   0.000     8.119078    8.52
> 2317
              68  |          0  (empty)
              69  |   2.670399   .0011294  2364.35   0.000     2.668068     2.6
> 7273
              70  |   3.992522   .0016942  2356.63   0.000     3.989025    3.99
> 6018
              71  |   1.838675   .0016942  1085.30   0.000     1.835179    1.84
> 2172
              72  |          0  (empty)
              73  |    9.11306   .0110121   827.55   0.000     9.090332    9.13
> 5788
              74  |   2.786413    .007296   381.91   0.000     2.771355    2.80
> 1472
              75  |   2.956946    .011366   260.16   0.000     2.933488    2.98
> 0405
              76  |          0  (empty)
              77  |   1.757507   4.539605     0.39   0.702    -7.611776    11.1
> 2679
              78  |  -14.04858   2.659413    -5.28   0.000    -19.53734   -8.55
> 9825
              79  |  -10.79322   2.202705    -4.90   0.000    -15.33938   -6.24
> 7058
              80  |          0  (empty)
              81  |   4.977341   4.453277     1.12   0.275    -4.213771    14.1
> 6845
              82  |   5.234148   3.937913     1.33   0.196    -2.893304     13.
> 3616
              83  |   23.94792   2.229942    10.74   0.000     19.34555     28.
> 5503
              84  |          0  (empty)
              85  |   16.53563    .454583    36.38   0.000     15.59741    17.4
> 7384
              86  |   2.029573   .4079921     4.97   0.000     1.187519    2.87
> 1627
              87  |    3.29926   .2287032    14.43   0.000      2.82724     3.7
> 7128
              88  |          0  (empty)
              89  |       5.43   3.11e-15  1.7e+15   0.000         5.43        
> 5.43
              90  |     3.5825   5.32e-15  6.7e+14   0.000       3.5825      3.
> 5825
              91  |    12.8675   3.34e-15  3.9e+15   0.000      12.8675     12.
> 8675
              92  |          0  (empty)
              93  |   3.333039   2.584368     1.29   0.209    -2.000834    8.66
> 6913
              94  |   2.897655   1.786801     1.62   0.118    -.7901203     6.5
> 8543
              95  |   3.478207    1.12363     3.10   0.005     1.159149    5.79
> 7265
              96  |          0  (empty)
              97  |   9.237994   .8655479    10.67   0.000     7.451591     11.
> 0244
              98  |   5.469009   .8388126     6.52   0.000     3.737784    7.20
> 0233
              99  |   9.957722   .1623575    61.33   0.000     9.622633    10.2
> 9281
             100  |          0  (empty)
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):              7.080
                                                   Chi-sq(1) P-val =    0.0078
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              115.202
                         (Kleibergen-Paap rk Wald F statistic):          5.604
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Warning: estimated covariance matrix of moment conditions not of full rank.
         overidentification statistic not reported, and standard errors and
         model tests should be interpreted with caution.
Possible causes:
         number of clusters insufficient to calculate robust covariance matrix
         singleton dummy variable (dummy with one 1 and N-1 0s or vice versa)
partial option may address problem.
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Included instruments: 2.stateyear_fixed 3.stateyear_fixed 4.stateyear_fixed
                      5.stateyear_fixed 6.stateyear_fixed 7.stateyear_fixed
                      9.stateyear_fixed 10.stateyear_fixed 11.stateyear_fixed
                      13.stateyear_fixed 14.stateyear_fixed 15.stateyear_fixed
                      17.stateyear_fixed 18.stateyear_fixed 19.stateyear_fixed
                      21.stateyear_fixed 22.stateyear_fixed 23.stateyear_fixed
                      25.stateyear_fixed 26.stateyear_fixed 27.stateyear_fixed
                      29.stateyear_fixed 30.stateyear_fixed 31.stateyear_fixed
                      33.stateyear_fixed 34.stateyear_fixed 35.stateyear_fixed
                      37.stateyear_fixed 38.stateyear_fixed 39.stateyear_fixed
                      41.stateyear_fixed 42.stateyear_fixed 43.stateyear_fixed
                      45.stateyear_fixed 46.stateyear_fixed 47.stateyear_fixed
                      49.stateyear_fixed 50.stateyear_fixed 51.stateyear_fixed
                      53.stateyear_fixed 54.stateyear_fixed 55.stateyear_fixed
                      57.stateyear_fixed 58.stateyear_fixed 59.stateyear_fixed
                      61.stateyear_fixed 62.stateyear_fixed 63.stateyear_fixed
                      65.stateyear_fixed 66.stateyear_fixed 67.stateyear_fixed
                      69.stateyear_fixed 70.stateyear_fixed 71.stateyear_fixed
                      73.stateyear_fixed 74.stateyear_fixed 75.stateyear_fixed
                      77.stateyear_fixed 78.stateyear_fixed 79.stateyear_fixed
                      81.stateyear_fixed 82.stateyear_fixed 83.stateyear_fixed
                      85.stateyear_fixed 86.stateyear_fixed 87.stateyear_fixed
                      89.stateyear_fixed 90.stateyear_fixed 91.stateyear_fixed
                      93.stateyear_fixed 94.stateyear_fixed 95.stateyear_fixed
                      97.stateyear_fixed 98.stateyear_fixed 99.stateyear_fixed
Excluded instruments: inter
Dropped collinear:    8.stateyear_fixed 12.stateyear_fixed 16.stateyear_fixed
                      20.stateyear_fixed 24.stateyear_fixed 28.stateyear_fixed
                      32.stateyear_fixed 36.stateyear_fixed 40.stateyear_fixed
                      44.stateyear_fixed 48.stateyear_fixed 52.stateyear_fixed
                      56.stateyear_fixed 60.stateyear_fixed 64.stateyear_fixed
                      68.stateyear_fixed 72.stateyear_fixed 76.stateyear_fixed
                      80.stateyear_fixed 84.stateyear_fixed 88.stateyear_fixed
                      92.stateyear_fixed 96.stateyear_fixed 100.stateyear_fixed
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
..........................

Wild bootstrap-t, null imposed, 999 replications, Wald test, bootstrap clusteri
> ng by state_fixed, Rademacher weights:
  cum_count_turbine

                           t(24) =     0.4785
    2 * min(Prob>|t|, Prob<-|t|) =     0.5345

95% confidence set for null hypothesis expression: [-.02526, .0948]

. 
.                 
. *****************************************************************************
> **
. /*                                                    TABLE A18              
>                                                 */
. *****************************************************************************
> **
. cd "$rootDir/$dataDir/Final"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Data/Final

. 
. ** Load election district panel
. use election_district_panel.dta, clear

. 
. 
. ** Calculate national wind turbine installation by year
. preserve

. collapse (sum) count_turbine capacity_turbine, by(year)

. rename count_turbine us_count_turbine

. rename capacity_turbine us_capacity_turbine

. tempfile sum_year_turbines

. save `sum_year_turbines' 
file /var/folders/_f/x8dz1_dj3638fvxqmsqg5pzw0000gn/T//S_24655.000002 saved

. restore

. 
. 
. ** Merge w/t panel 
. capture drop _merge

. merge m:1 year using `sum_year_turbines' 

    Result                           # of obs.
    -----------------------------------------
    not matched                             0
    matched                             1,144  (_merge==3)
    -----------------------------------------

. order us_count_turbine us_capacity_turbine, before(count_turbine)

. 
. ** Create instrument and fixed effects
. gen t = year - 2004

. gen inter = t * mean_wp

. gen bartik_iv_capacity = us_capacity_turbine * mean_wp

. gen bartik_iv_count = us_count_turbine * mean_wp

. 
. egen stateyear_fixed = group(state year)

. egen district_fixed = group(state district)

. egen state_fixed = group(state)

. 
. gen cum_lncapacity_turbine = log(cum_capacity_turbine + 1)

. gen cum_lncount_turbine = log(cum_count_turbine +1 )

. 
. 
. foreach var in capacity count {
  2. 
. * incumbent
. reghdfe incumbvotes (cum_capacity_turbine=bartik_iv_`var'), absorb(stateyear_
> fixed district_fixed) vce(cluster district_fixed) old
  3. estimates store inc_capacity_b`var'
  4. 
. reghdfe incumbvotes (cum_count_turbine=bartik_iv_`var'), absorb(stateyear_fix
> ed district_fixed) vce(cluster district_fixed) old
  5. estimates store inc_count_b`var'
  6. 
. ** dem
. reghdfe demvotesmajor (cum_capacity_turbine=bartik_iv_`var'), absorb(stateyea
> r_fixed district_fixed) vce(cluster district_fixed) old
  7. estimates store dem_capacity_b`var'
  8. 
. reghdfe demvotesmajor (cum_count_turbine=bartik_iv_`var'), absorb(stateyear_f
> ixed district_fixed) vce(cluster district_fixed) old
  9. estimates store dem_count_b`var'
 10. 
. ** rep
. reghdfe repvotesmajor (cum_capacity_turbine=bartik_iv_`var'), absorb(stateyea
> r_fixed district_fixed) vce(cluster district_fixed) old
 11. estimates store rep_capacity_b`var'
 12. 
. reghdfe repvotesmajor (cum_count_turbine=bartik_iv_`var'), absorb(stateyear_f
> ixed district_fixed) vce(cluster district_fixed) old
 13. estimates store rep_count_b`var'
 14. }
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.25
                                                      Prob > F      =   0.6145
Total (centered) SS     =  53332.46938                Centered R2   =   0.7347
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =   53764.9326                Root MSE      =    9.032

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0065597    .013008     0.50   0.614    -.0190447     
> .032164
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.762
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               93.245
                         (Kleibergen-Paap rk Wald F statistic):         13.474
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.25
                                                      Prob > F      =   0.6151
Total (centered) SS     =  53332.46938                Centered R2   =   0.7346
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53772.67309                Root MSE      =    9.033

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0107189   .0212933     0.50   0.615    -.0311939    .052
> 6317
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.010
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              102.688
                         (Kleibergen-Paap rk Wald F statistic):         12.619
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.33
                                                      Prob > F      =   0.0124
Total (centered) SS     =  63447.09059                Centered R2   =   0.8788
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67817.58236                Root MSE      =    9.471

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0316933   .0125948     2.52   0.012     .0069031    .
> 0564836
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.851
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              110.746
                         (Kleibergen-Paap rk Wald F statistic):         14.418
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.03
                                                      Prob > F      =   0.0147
Total (centered) SS     =  63447.09059                Centered R2   =   0.8798
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67258.52083                Root MSE      =    9.432

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0523733   .0213351     2.45   0.015     .0103796     .09
> 4367
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.168
                                                   Chi-sq(1) P-val =    0.0008
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              119.595
                         (Kleibergen-Paap rk Wald F statistic):         13.474
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.33
                                                      Prob > F      =   0.0124
Total (centered) SS     =   63447.0914                Centered R2   =   0.8788
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67817.58275                Root MSE      =    9.471

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |  -.0316933   .0125948    -2.52   0.012    -.0564836   -.
> 0069031
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.851
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              110.746
                         (Kleibergen-Paap rk Wald F statistic):         14.418
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.03
                                                      Prob > F      =   0.0147
Total (centered) SS     =   63447.0914                Centered R2   =   0.8798
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67258.52124                Root MSE      =    9.432

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0523733   .0213351    -2.45   0.015     -.094367   -.010
> 3796
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.168
                                                   Chi-sq(1) P-val =    0.0008
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              119.595
                         (Kleibergen-Paap rk Wald F statistic):         13.474
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_capacity
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.21
                                                      Prob > F      =   0.6504
Total (centered) SS     =  53332.46938                Centered R2   =   0.7350
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53697.80619                Root MSE      =    9.027

-------------------------------------------------------------------------------
-------
                     |               Robust
incumbvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   .0059239   .0130573     0.45   0.650    -.0197775    .
> 0316252
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.767
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):               91.695
                         (Kleibergen-Paap rk Wald F statistic):         13.465
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           93              93              0     | 
      district_fixed |            0             285            285 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 8 singleton observations)
(converged in 8 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    285          Number of obs =     1038
                                                      F(  1,   284) =     0.21
                                                      Prob > F      =   0.6509
Total (centered) SS     =  53332.46938                Centered R2   =   0.7350
Total (uncentered) SS   =  53332.46938                Uncentered R2 =        .
Residual SS             =  53706.54541                Root MSE      =    9.028

-------------------------------------------------------------------------------
----
                  |               Robust
incumbvotesmajo~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |    .009674   .0213555     0.45   0.651    -.0323611    .051
> 7091
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.030
                                                   Chi-sq(1) P-val =    0.0009
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              101.103
                         (Kleibergen-Paap rk Wald F statistic):         12.628
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           93              93              0     | 
   district_fixed |            0             285            285 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.30
                                                      Prob > F      =   0.0126
Total (centered) SS     =  63447.09059                Centered R2   =   0.8787
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67883.72767                Root MSE      =    9.476

-------------------------------------------------------------------------------
-------
                     |               Robust
demvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |    .031873   .0127006     2.51   0.013     .0068745    .
> 0568714
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.843
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              108.886
                         (Kleibergen-Paap rk Wald F statistic):         14.408
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.00
                                                      Prob > F      =   0.0149
Total (centered) SS     =  63447.09059                Centered R2   =   0.8798
Total (uncentered) SS   =  63447.09059                Uncentered R2 =        .
Residual SS             =  67310.20514                Root MSE      =    9.436

-------------------------------------------------------------------------------
----
                  |               Robust
demvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |   .0526282   .0214939     2.45   0.015     .0103219    .094
> 9345
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.173
                                                   Chi-sq(1) P-val =    0.0008
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              117.780
                         (Kleibergen-Paap rk Wald F statistic):         13.483
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.30
                                                      Prob > F      =   0.0126
Total (centered) SS     =   63447.0914                Centered R2   =   0.8787
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67883.72807                Root MSE      =    9.476

-------------------------------------------------------------------------------
-------
                     |               Robust
repvotesmajorpercent |      Coef.   Std. Err.      t    P>|t|     [95% Conf. In
> terval]
---------------------+---------------------------------------------------------
-------
cum_capacity_turbine |   -.031873   .0127006    -2.51   0.013    -.0568714   -.
> 0068745
-------------------------------------------------------------------------------
-------
Underidentification test (Kleibergen-Paap rk LM statistic):             11.843
                                                   Chi-sq(1) P-val =    0.0006
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              108.886
                         (Kleibergen-Paap rk Wald F statistic):         14.408
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_capacity_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
-----------------------------------------------------------------------+
         Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
---------------------+-------------------------------------------------|
     stateyear_fixed |           99              99              0     | 
      district_fixed |            0             287            287 *   | 
-----------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n
(running historical version of reghdfe)
(dropped 1 singleton observations)
(converged in 5 iterations)

HDFE IV (2SLS) estimation
-------------------------

Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity and clustering on district_fixed

Number of clusters (district_fixed) =    287          Number of obs =     1143
                                                      F(  1,   286) =     6.00
                                                      Prob > F      =   0.0149
Total (centered) SS     =   63447.0914                Centered R2   =   0.8798
Total (uncentered) SS   =   63447.0914                Uncentered R2 =        .
Residual SS             =  67310.20555                Root MSE      =    9.436

-------------------------------------------------------------------------------
----
                  |               Robust
repvotesmajorpe~t |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Inter
> val]
------------------+------------------------------------------------------------
----
cum_count_turbine |  -.0526282   .0214939    -2.45   0.015    -.0949345   -.010
> 3219
-------------------------------------------------------------------------------
----
Underidentification test (Kleibergen-Paap rk LM statistic):             11.173
                                                   Chi-sq(1) P-val =    0.0008
------------------------------------------------------------------------------
Weak identification test (Cragg-Donald Wald F statistic):              117.780
                         (Kleibergen-Paap rk Wald F statistic):         13.483
Stock-Yogo weak ID test critical values: 10% maximal IV size             16.38
                                         15% maximal IV size              8.96
                                         20% maximal IV size              6.66
                                         25% maximal IV size              5.53
Source: Stock-Yogo (2005).  Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
------------------------------------------------------------------------------
Hansen J statistic (overidentification test of all instruments):         0.000
                                                 (equation exactly identified)
------------------------------------------------------------------------------
Instrumented:         cum_count_turbine
Excluded instruments: bartik_iv_count
------------------------------------------------------------------------------

Absorbed degrees of freedom:
--------------------------------------------------------------------+
      Absorbed FE |  Num. Coefs.  =   Categories  -   Redundant     | 
------------------+-------------------------------------------------|
  stateyear_fixed |           99              99              0     | 
   district_fixed |            0             287            287 *   | 
--------------------------------------------------------------------+
* = fixed effect nested within cluster; treated as redundant for DoF computatio
> n

. 
. 
. *--------------------- Export LaTeX regression tables -----------------------
> *
. cd "$rootDir/$resultDir/Tables"
/Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urpelainen Zhang
> )/JOP/UZ_JOP2021_Replication/Results/Tables

. 
. ** Bartik - National Installed Wind Capacity
. esttab dem_capacity_bcapacity dem_count_bcapacity ///
>                 rep_capacity_bcapacity rep_count_bcapacity ///
>                 inc_capacity_bcapacity inc_count_bcapacity ///
>                 using TableA18.tex, booktabs replace ///
>                 refcat(cum_capacity_turbine "\emph{IV: Mean wind potential * 
> National wind capacity}", nolabel) ///
>                 se noconstant nonotes legend nonumbers collabels(none) star(*
>  0.10 ** 0.05 *** 0.01) ///
>                 b(%9.3f) stats(N N_clust r2, labels("Observations" "States" "
> \(R^{2}\)") fmt(0 0 2)) ///
>                 varlabels(cum_capacity_turbine "Cumulative capacity (MW)" cum
> _count_turbine "Cumulative count") varwidth(27) modelwidth(13) ///
>                 mtitles("Model" "Model" "Model" "Model" "Model" "Model") ///
>                 mgroups("Democratic Vote" "Republican Vote" "Incumbent Vote",
>  pattern(1 0 1 0 1 0) prefix(\multicolumn{@span}{c}{) suffix(}) span erepeat(
> \cmidrule(lr){@span})) ///
>                 width(\hsize)
(output written to TableA18.tex)

. 
.                 
. 
. ** Close log file
. log close
      name:  <unnamed>
       log:  /Users/AliceZhang/Dropbox/Research_Columbia/Renewables Voting (Urp
> elainen Zhang)/JOP/UZ_JOP2021_Replication/Analysis/logSTATA/005_analysis_elec
> tion.smcl
  log type:  smcl
 closed on:   6 Nov 2021, 20:34:02
-------------------------------------------------------------------------------
